# Soku AI — Full Index
## Agent entry points
- [Soku CLI for Claude Code, Codex, and Cursor](https://soku.ai/cli): Install Soku CLI, connect an AI agent to marketing data, install focused skills, and complete a useful read-only task.
- [Soku CLI agent setup skill](https://soku.ai/cli/skill.md): Machine-readable instructions for installing, authenticating, selecting a workspace, and activating Soku CLI.

> Soku AI is an always-on AI marketing agent that generates ad creative, then launches and optimizes campaigns across Meta, Google, and TikTok toward your ROAS and CAC targets. Free to start. Company: About Intelligence Inc. Contact: hello@soku.ai.
## Free tools
- [Seedance 2.5 by ByteDance — Native 30s AI Video](https://soku.ai/tools/seedance-2-5): ByteDance's latest AI video model — a native 30-second single shot with up to 50 multimodal references, 4K output, element-level editing, and native audio. Generate it in Soku AI and turn it into ad creatives.
- [Business Video Maker](https://soku.ai/tools/business-video-maker): Free AI business video maker from Soku AI — turn a product URL, script, or brief into professional business videos: product demos, promos, explainers, and social ads. Generate on-brand variants, then deploy and A/B test them across Meta, TikTok, Google, and YouTube.
- [AI UGC Video Generator](https://soku.ai/tools/ai-ugc-video-generator): Free AI UGC video generator from Soku AI — turn a product URL or a script into scroll-stopping, creator-style UGC video ads with realistic AI avatars, then generate on-brand variants, deploy them to Meta and TikTok, and track what converts.
- [AI Text to Speech](https://soku.ai/tools/ai-text-to-speech): Free AI text-to-speech from Soku AI — turn any script into realistic AI voices for video voiceovers, ad creative, and localized marketing campaigns in 30+ languages.
- [Free Domain Rating (DR) Checker](https://soku.ai/tools/dr-checker): Free Domain Rating checker from Soku AI — instantly check any site's Ahrefs DR score and compare your domain against up to 3 competitors side by side. See where you rank, spot the authority gap, and get an AI-driven plan to close it.
- [AI Ad Generator](https://soku.ai/tools/ai-ad-generator): Free AI ad generator from Soku AI — turn a product URL or a few photos into ready-to-run image and video ads, generate dozens of on-brand variants with AI ad copy, then deploy and A/B test them across Meta, Google, and TikTok.
- [Seedance 2.0 Mini by ByteDance — Fast, Low-Cost AI Video](https://soku.ai/tools/seedance-2-mini): ByteDance's distilled Seedance 2.0 video model — ~2× faster than Fast and ~half the cost of standard 2.0, with the same multimodal inputs and native audio at up to 720p. Generate it in Soku AI and turn it into ad creatives.
- [AI Text to Speech & Voiceover Generator](https://soku.ai/tools/ai-voiceover-generator): Free AI text-to-speech and voiceover generator from Soku AI — create ad-ready voices, localize scripts, and turn one product message into video variants for Meta, TikTok, YouTube, Google, and Amazon.
- [Seedance 2.1 by ByteDance — AI Video Generator](https://soku.ai/tools/seedance-2-1): ByteDance's latest multimodal AI video model — ~20% sharper than 2.0 with smoother motion, stronger consistency, native audio, and up to 2K, 15-second clips. Try it free in Soku AI and turn it into ad creatives.
- [Ecommerce Video Maker](https://soku.ai/tools/ecommerce-video-maker): Free AI ecommerce video maker from Soku AI — turn any product page URL or product photos into short-form video ads for Meta, TikTok, and Google. Generate dozens of on-brand ad variants, then deploy and A/B test them in one platform.
- [AI VFX](https://soku.ai/tools/ai-vfx): Free AI VFX for ad creative with Soku AI — generate and edit video with AI visual effects, motion, relighting, object removal, and style transfer, then deploy and test as ads across Meta, Google, and TikTok.
- [Flip Video](https://soku.ai/tools/flip-video): Free AI video flipper from Soku AI — flip or mirror any video horizontally or vertically, spin up fresh mirrored ad variants to beat creative fatigue, and reorient footage for every placement across Meta, Google, and TikTok.
- [ROAS Calculator](https://soku.ai/tools/roas-calculator): Free ROAS calculator — enter ad revenue and spend to get your return on ad spend instantly, and read it against your break-even target.
- [CAC Calculator](https://soku.ai/tools/cac-calculator): Free customer acquisition cost calculator — switch between paid CAC and blended CAC to see what each new customer really costs.
- [LTV:CAC Ratio Calculator](https://soku.ai/tools/ltv-cac-calculator): Free LTV:CAC calculator — enter ARPA, gross margin, lifetime, and CAC to check whether your unit economics are healthy (aim for ≥3×).
- [Break-Even ROAS Calculator](https://soku.ai/tools/break-even-roas-calculator): Free break-even ROAS calculator — turn your gross margin into the minimum ROAS every campaign must clear to be profitable.
- [Blended MER Calculator](https://soku.ai/tools/blended-mer-calculator): Free blended MER calculator — total revenue ÷ total marketing spend, the channel-agnostic efficiency metric that catches what attribution misses.
- [Ad Budget Calculator](https://soku.ai/tools/ad-budget-calculator): Free ad budget calculator — back into the spend you need from a target number of customers (× CAC) or a revenue goal (÷ ROAS).
- [AI Video Upscaler](https://soku.ai/tools/ai-video-upscaler): Free AI video upscaler for ads — enhance video quality and boost low-res clips to crisp 4K/8K with denoise, deblur, and frame interpolation, then deploy as video ads with Soku AI.
- [AI Video Editor](https://soku.ai/tools/ai-video-editor): Edit video by describing what you want — Soku's agent runs professional FFmpeg operations for you: trim, caption, resize, merge, convert. No timeline, no learning curve, free to start.
- [Luma AI Video Generator](https://soku.ai/tools/luma-ai): Luma AI (Dream Machine) is Luma Labs' AI video model — Ray3 brings reasoning, native 1080p, and studio-grade HDR. Pair it with Soku AI to turn cinematic clips into ad creative and test them across Meta, Google, and TikTok, free to start.
- [AI Voice Changer](https://soku.ai/tools/voice-changer): Free AI voice changer from Soku AI — transform any recording into a new voice, accent, or language with speech-to-speech AI, then ship it as localized, A/B-testable ad creative across Meta, Google, and TikTok.
- [Free Social Media Scraper](https://soku.ai/tools/apify): Scrape TikTok, LinkedIn, YouTube, and X data for free with Soku AI. Extract profiles, posts, and engagement metrics — no coding required.
- [AI Braces Filter](https://soku.ai/tools/braces-filter): Try the free AI braces filter from Soku AI — upload a photo to preview braces on your teeth, pick colors and styles, or remove braces from a picture. No watermark, no app, no signup wall.
- [AI YouTube Shorts Generator](https://soku.ai/tools/ai-youtube-shorts-generator): Turn a prompt, product, or long video into 9:16 vertical YouTube Shorts with Soku AI — complete with AI voiceover and captions. Then scale and test them as ad creative across Meta, Google, and TikTok, free to start.
- [World Cup AI Image Generator](https://soku.ai/tools/world-cup-image-generator): Make World Cup images free with Soku AI — turn your selfie into a player, design posters, trading cards, stickers, and crests in any of 48 team colors. Watermark-free HD, every social size, plus brand-safe ad creative.
- [Imagen AI Image Generator](https://soku.ai/tools/imagen-ai): Imagen is Google's high-fidelity text-to-image model (Imagen 4, Ultra, and Fast). Pair it with Soku AI to turn output into on-brand ad variants and deploy across Meta, Google, and TikTok — free to start.
- [Ideogram AI Image Generator](https://soku.ai/tools/ideogram-ai): Ideogram AI is the image generator known for industry-leading in-image text rendering — legible headlines, logos, and typography. Pair it with Soku AI to turn output into on-brand ad variants and deploy across Meta, Google, and TikTok.
- [Reve AI Image Generator](https://soku.ai/tools/reve-ai): Generate ad-ready images for free with Soku AI. Reve AI (Reve Image 1.0) raised the bar on prompt adherence and in-image text — Soku turns AI image generation into a performance creative engine across Meta, Google, and TikTok.
- [Hailuo AI Video Generator](https://soku.ai/tools/hailuo-ai): Generate cinematic AI video from text or images with Hailuo AI (MiniMax), then scale and test it as ad creative with Soku AI across Meta, Google, and TikTok.
- [Free AI Thumbnail Maker](https://soku.ai/tools/ai-thumbnail-maker): Create eye-catching YouTube thumbnails for free with Soku AI. AI-powered generation, smart text overlays, and batch production — no design skills needed.
- [AI Face Swap](https://soku.ai/tools/ai-face-swap): One video shoot, unlimited ad variants. Swap presenter faces to A/B test creatives, localize campaigns, and scale UGC ads — free with Soku AI.
- [Lyria 3 Pro AI Music Generator](https://soku.ai/tools/lyria-3-pro): Generate professional-grade AI music tracks up to 3 minutes long with Google DeepMind's Lyria 3 Pro. Create ad soundtracks, jingles, and background music for free with Soku AI.
- [AI Headshot Generator](https://soku.ai/tools/ai-headshot-generator): Compare the best AI headshot generators for professionals — HeadshotPro, Aragon AI, BetterPic, Try It On AI, Soku AI, and more. Generate studio-quality headshots from selfies in minutes.
- [AI Image Upscaler](https://soku.ai/tools/ai-image-upscaler): Compare the best AI image upscaler tools for ads and marketing — Topaz Gigapixel, Let's Enhance, Magnific AI, Upscayl, Soku AI, and more. Upscale images up to 8x resolution with AI.
- [Sora Video Generator](https://soku.ai/tools/sora): Generate cinematic AI video from text prompts with OpenAI Sora — up to 1080p, 25 seconds, with native audio. Try free with Soku AI.
- [AI Copywriting Tools](https://soku.ai/tools/ai-copywriting-tools): Compare the best AI copywriting tools for e-commerce — Shopify Magic, Copysmith, Anyword, Copy.ai, Jasper, Soku AI. Generate product descriptions, ad copy, and marketing content at scale.
- [AI Background Remover](https://soku.ai/tools/ai-background-remover): Compare the best AI background remover tools for product photos and ad creatives — Remove.bg, Photoroom, ClipDrop, Canva, Fotor, Soku AI, and more. Remove backgrounds instantly with one click.
- [AI Avatar Video Generator](https://soku.ai/tools/ai-avatar-video-generator): Compare the best AI avatar video generators for ads and marketing — HeyGen, Synthesia, D-ID, Arcads, Colossyan, Soku AI, and more. Generate talking-head videos from text at scale.
- [Veo 3.1 Video Generator](https://soku.ai/tools/veo-3-1): Google DeepMind's state-of-the-art AI video generator — up to 4K resolution, 8-second clips with native audio, text-to-video, image-to-video, and ingredients-to-video with character consistency.
- [Seedance 2.0 by ByteDance — AI Video Generator](https://soku.ai/tools/seedance-2): ByteDance's multimodal AI video generator — cinematic-quality video with native audio from text, images, video, and audio inputs. Up to 2K resolution, 15 seconds, with multi-shot consistency.
- [Nano Banana 2 Image Generator](https://soku.ai/tools/nano-banana-2): Google DeepMind's fastest AI image generator — Pro-level quality at Flash speed, now #1 on the Artificial Analysis leaderboard.
- [Kling 3.0 Official Site by Kuaishou — AI Video Generator](https://soku.ai/tools/kling-3): Kuaishou's official Kling 3.0 AI video model and official-site workflow: native 4K/60fps, multi-shot storyboarding, synchronized audio, and extended videos for ecommerce and social ad creative production.

## Alternatives & comparisons
- [Madgicx Alternative](https://soku.ai/alternatives/madgicx): Looking for a Madgicx alternative? Soku is an AI marketing agent that creates ad creative, launches across Meta, Google, and TikTok, and optimizes for ROAS.
- [AdCreative.ai Alternative](https://soku.ai/alternatives/adcreative-ai): Looking for an AdCreative.ai alternative? Soku is an AI agent that generates ad creative, then launches and optimizes campaigns across Meta, Google, and TikTok.

## Integrations
- [Ahrefs](https://soku.ai/integrations/ahrefs): Power your ad creative strategy with SEO intelligence — keyword research, backlink analysis, and competitor insights from the industry's largest backlink index.
- [Airtable](https://soku.ai/integrations/airtable): Run your entire ad creative pipeline on Airtable — campaign briefs, asset libraries, approval status, and performance data in one AI-native base that syncs with Soku AI.
- [Amazon Ads](https://soku.ai/integrations/amazon-ads): Connect Amazon Ads reporting, retail-media signals, and Amazon Marketing Cloud insights to Soku AI for creative, keyword, and profitability optimization.
- [Amplitude](https://soku.ai/integrations/amplitude): Feed product and behavioral signals — activation, retention, and high-LTV cohorts — into your paid media. Connect Amplitude to Soku AI to optimize Google and Meta ads on what users actually do after they click.
- [Attentive](https://soku.ai/integrations/attentive): Connect Attentive's SMS, email, and RCS marketing data to Soku AI — turn subscriber segments, campaign performance, and conversion signals into precise paid-media audiences and creative decisions.
- [BigCommerce](https://soku.ai/integrations/bigcommerce): Connect BigCommerce catalog, order, and customer signals to Soku AI so ecommerce ad teams can optimize campaigns against real merchandising and revenue data.
- [Braze](https://soku.ai/integrations/braze): Turn Braze's first-party lifecycle and behavioral signals into precise paid-media audiences — sync churn-risk, cart-abandon, and high-LTV segments straight to your ad platforms through Soku AI.
- [Canva](https://soku.ai/integrations/canva): Design on-brand ad creative in Canva, then scale and test it with Soku AI — Brand Kit consistency, Magic Studio AI, and 100M+ templates feeding a performance-creative loop.
- [ChatGPT Ads](https://soku.ai/integrations/chatgpt-ads): Run and measure ChatGPT Ads campaigns with Soku — install the Soku Pixel, set up server-side conversions (CAPI), and manage the newest ad channel beside Meta and Google.
- [Creatify](https://soku.ai/integrations/creatify): Generate high-converting video ads with AI-powered creative automation. 1,500+ avatars, URL-to-video, batch mode, and AdMax AI agent.
- [Discord](https://soku.ai/integrations/discord): Community-driven marketing platform — build branded servers, engage your most loyal customers directly, and turn community insights into better ad creative decisions.
- [Foreplay](https://soku.ai/integrations/foreplay): Competitive ad intelligence platform — discover 54M+ ads, track competitor creative testing, and build AI-powered briefs to fuel your Soku AI creative pipeline.
- [Google Analytics 4](https://soku.ai/integrations/ga4): Connect GA4 on-site behavior data with Soku AI ad performance insights for full-funnel attribution — from ad click to conversion.
- [Google Ads](https://soku.ai/integrations/google-ads): Manage Google Ads campaigns with AI — create search, display, and video ads, optimize bidding, and track conversions from your Soku workflow.
- [Granola](https://soku.ai/integrations/granola): Capture meeting insights with an AI notepad that blends your notes with transcription — no meeting bot required. Feed client briefs and strategy discussions directly into your ad creative workflow.
- [Higgsfield AI Video Platform: Soul Cinema, Kling 3.0, Sora 2, and 100+ Apps](https://soku.ai/integrations/higgsfield): Higgsfield AI video platform guide: Soul Cinema, Kling 3.0, Sora 2, Veo 3.1, Cinema Studio, Click-to-Ad, and 100+ creative apps for ad production.
- [HubSpot](https://soku.ai/integrations/hubspot): Sync CRM audiences, track ad attribution from click to deal, and optimize ad creatives with full-funnel revenue data from HubSpot.
- [Intercom](https://soku.ai/integrations/intercom): Connect Intercom's customer messaging and support data to Soku AI — turn chat conversations, Fin AI resolutions, contact segments, and lifecycle events into precise paid-media audiences and creative angles.
- [Klaviyo](https://soku.ai/integrations/klaviyo): Turn ad-driven traffic into repeat customers with AI-powered email, SMS, and WhatsApp automation — segmented by behavior, purchase history, and predictive analytics.
- [Lark](https://soku.ai/integrations/lark): ByteDance's all-in-one productivity superapp — messenger, video conferencing, docs, project management, and approval workflows — for coordinating ad creative production at scale.
- [LinkedIn Ads](https://soku.ai/integrations/linkedin-ads): Run high-performing B2B campaigns on LinkedIn with AI-powered creative, professional targeting, and lead optimization — Sponsored Content, Lead Gen Forms, Matched Audiences, and the Marketing API integrated into Soku AI.
- [Mailchimp](https://soku.ai/integrations/mailchimp): All-in-one email marketing and automation platform — build audiences from ad traffic, nurture with automated flows, and sync segments back to ad platforms for retargeting.
- [Make](https://soku.ai/integrations/make): Visual AI automation platform that connects 3,000+ apps, AI models, and MCP-powered agents — turn Soku-generated ad creatives into multi-channel campaigns without writing code.
- [Meta Pixel + Conversions API](https://soku.ai/integrations/meta-pixel-capi): Complete ad tracking for Meta campaigns — browser-side Pixel plus server-side Conversions API (CAPI) for accurate attribution, better optimization, and higher ROAS.
- [Mixpanel](https://soku.ai/integrations/mixpanel): Connect product analytics to your ad strategy. Mixpanel tracks funnels, retention, and conversion events from Soku-optimized traffic — so you optimize ad spend for downstream activation and revenue, not just clicks.
- [Notion](https://soku.ai/integrations/notion): Connected workspace for docs, wikis, databases, and AI agents — sync every Soku-generated ad creative, brief, and performance report into the Notion hub your team already runs on.
- [Photoroom](https://soku.ai/integrations/photoroom): Turn raw product photos into scroll-stopping ad creatives with AI-powered background removal, scene generation, virtual models, and batch editing — all from your Soku workflow.
- [Pinterest Ads](https://soku.ai/integrations/pinterest-ads): Run high-intent Pinterest ad campaigns with AI-powered vertical creative — on-spec 2:3 Pins, Shopping & Catalog ads, Conversions API, and full-funnel objectives integrated into Soku AI.
- [Reddit Ads](https://soku.ai/integrations/reddit-ads): Run Reddit Ads with AI-powered creative testing, community-aware audience strategy, conversion tracking, and Soku optimization for high-intent niche communities.
- [Salesforce](https://soku.ai/integrations/salesforce): Sync Salesforce CRM and Data Cloud audiences, push closed-deal conversions back to ad platforms, and let Soku AI optimize creatives for real pipeline across Meta, Google, and TikTok.
- [Twilio Segment](https://soku.ai/integrations/segment): Connect Twilio Segment to Soku AI — turn unified, governed customer profiles into high-performing ad audiences across Meta, Google, and TikTok.
- [Semrush](https://soku.ai/integrations/semrush): Power your ad creative strategy with keyword intelligence, competitor ad research, and PPC analytics from the world's largest keyword database — 27 billion keywords across 142 markets.
- [Shopify](https://soku.ai/integrations/shopify): Sync real-time revenue, product performance, and customer data from your Shopify store to power AI-driven ad optimization — allocate budget by SKU profitability, pause ads for out-of-stock items, and target lookalikes of your highest-LTV customers.
- [Slack](https://soku.ai/integrations/slack): Streamline creative approval workflows, campaign notifications, and team collaboration — all inside the workspace where your marketing team already works.
- [Snapchat Ads](https://soku.ai/integrations/snapchat-ads): Reach 900M+ Gen Z and Millennial Snapchatters with vertical full-screen video and AR ads — and let Soku AI optimize creatives and audiences across Snapchat, Meta, Google, and TikTok.
- [Stripe](https://soku.ai/integrations/stripe): Connect Stripe payment data to Soku AI for revenue attribution, checkout conversion tracking, and ROAS optimization across ad campaigns.
- [TikTok Ads](https://soku.ai/integrations/tiktok-ads): Run high-performance TikTok ad campaigns with AI-powered creative optimization — Spark Ads, Smart+ automation, Symphony creative tools, and server-side tracking integrated into Soku AI.
- [Triple Whale](https://soku.ai/integrations/triple-whale): Connect Triple Whale's DTC attribution, profit, and creative analytics to Soku AI — so an agent can read true ad performance and act on it across Meta, Google, and TikTok.
- [Webflow](https://soku.ai/integrations/webflow): Connect Webflow landing pages and CMS content to Soku AI so ad teams can launch pages, track campaigns, and turn performance learnings into better creative.
- [WooCommerce](https://soku.ai/integrations/woocommerce): Connect WooCommerce catalog, order, and customer data to Soku AI so WordPress store owners can turn products into ad creative and optimize campaigns against real revenue.
- [WordPress](https://soku.ai/integrations/wordpress): Connect WordPress content and landing pages to Soku AI workflows for SEO publishing, ad landing pages, campaign content, and performance-driven creative iteration.
- [Zapier](https://soku.ai/integrations/zapier): Connect Soku AI to 7,000+ apps with no code — trigger ad-creative generation, route approvals, and sync campaign data across your stack with automated multi-step Zaps.
- [Zendesk](https://soku.ai/integrations/zendesk): Connect Zendesk's customer service data to Soku AI — turn tickets, CSAT scores, Sunshine customer profiles, events, and support segments into precise paid-media audiences and creative angles.

## Use cases
- [How a Real Estate Brokerage Cut Cost Per Lead 41% with AI Video Ads](https://soku.ai/use-cases/real-estate-ai-video-ads-lead-generation): A mid-size residential brokerage was hemorrhaging ad spend on static listing photos. Switching to AI-generated video ads dropped their Meta CPL from $52 to $31, tripled lead volume, and transformed how their agents filled pipelines.
- [How a Boutique Hotel Group Boosted Direct Bookings 25% with AI-Personalized Ad Creatives](https://soku.ai/use-cases/travel-ai-personalized-ad-creatives): A 12-property boutique hotel group was losing bookings to OTAs despite heavy ad spend. AI-personalized creatives matched to destination, season, and traveler intent drove a 25% jump in direct bookings and cut OTA dependency from 52% to 38%.
- [How a CPG Food Brand Used AI Creatives to Win Shelf Space on Meta & TikTok](https://soku.ai/use-cases/cpg-food-brand-ai-creatives-meta-tiktok): An emerging CPG food brand used AI-powered ad creatives to fight creative fatigue, cut CPA by 34%, and generate the retail velocity data needed to expand from 800 to 2,400 store doors.
- [Fintech App Cuts CPA 50% with AI Creative Testing](https://soku.ai/use-cases/fintech-ai-creative-testing-user-acquisition): Fintech advertising is expensive, heavily regulated, and plagued by trust barriers. Here's how one fintech growth team used AI-powered multivariate creative testing to acquire 100K users at half the industry CPA — with real benchmarks and a replicable playbook.
- [How a B2B SaaS Company Slashed LinkedIn CPL 33% with AI-Personalized Creatives](https://soku.ai/use-cases/b2b-linkedin-cpl-ai-creatives): A mid-stage B2B SaaS company cut LinkedIn cost-per-lead from $280 to $187 by replacing static stock imagery with AI-generated creative variants tailored to each buyer persona — here's the playbook.
- [How a DTC Beauty Brand 3x'd TikTok ROAS by Solving the Creative Velocity Problem](https://soku.ai/use-cases/tiktok-creative-velocity-dtc-beauty): A DTC skincare brand was burning $40K/month on TikTok with declining ROAS. By switching to AI-powered creative velocity — 16 fresh videos per month with modular hook testing — they 3x'd ROAS in 60 days.
- [How to Cut App Install CPI by 40% with AI-Powered Ad Creatives](https://soku.ai/use-cases/app-install-cpi-optimization): App install campaigns are getting more expensive every quarter. Here's how mobile growth teams are using AI creative optimization to reduce CPI by 40% or more — with real benchmarks, proven strategies, and a practical playbook.
- [How a DTC Brand Expanded from the US to 6 APAC Markets — With a 2-Person Team and AI Localization](https://soku.ai/use-cases/multi-market-ai-localization): A US skincare brand used AI dubbing, lip sync, and cross-market creative intelligence to launch in Japan, Korea, Australia, Singapore, Indonesia, and India — cutting localization costs by 78% and time-to-market from 6 months to 8 weeks.
- [How SaaS Startups Are Cutting CAC by 40%+ with AI Ad Creatives](https://soku.ai/use-cases/saas-reduce-cac-ai-creatives): SaaS customer acquisition costs have risen 60% in five years. Here's how startups are using AI-generated ad creatives to reverse the trend — with real benchmarks, strategies, and a step-by-step playbook.
- [How an E-commerce Team Produced 200+ Black Friday Creatives in 48 Hours](https://soku.ai/use-cases/ecommerce-black-friday-creative-blitz): An e-commerce brand needed hundreds of ad creatives for Black Friday across Meta, TikTok, and Google — in two days. Soku turned their product catalog into a high-performing creative machine that drove 4.2x ROAS.
- [How a Media Agency Scaled 30+ Client Ad Accounts Without Scaling Headcount](https://soku.ai/use-cases/agency-scaled-30-client-ad-accounts-without-scaling-headcount): A performance marketing agency was drowning in manual reporting and budget pacing across 32 client accounts. Soku unified their cross-channel data and helped them grow to 48 accounts with the same three-person team.
- [How a DTC Brand Cut CPA by 35% with Cross-Channel Creative Intelligence](https://soku.ai/use-cases/dtc-brand-cut-cpa-with-creative-intelligence): A growing skincare brand was scaling Meta and TikTok ads but couldn't figure out why some creatives worked and others didn't. Soku connected their entire stack and surfaced the insights their team was missing.
- [Audit Google Ads With Claude Code and Soku CLI](https://soku.ai/use-cases/google-ads-audit-with-claude-code): Give Claude Code read-only access to Google Ads through Soku CLI, inspect tracking, search terms, creative coverage, budgets, and Quality Score, then save an evidence-backed account audit.
- [Review Meta Ads Performance With Codex and Soku CLI](https://soku.ai/use-cases/meta-ads-review-with-codex): Connect Codex to Meta Ads reporting through Soku CLI, compare campaign and creative performance, identify fatigue and CPA changes, and return a read-only optimization brief with evidence.
- [Build a Weekly Cross-Channel Ads Report With an AI Agent](https://soku.ai/use-cases/weekly-ads-report-with-ai-agent): Use a local AI agent and Soku CLI to combine Google Ads, Meta Ads, and GA4 into one weekly report that explains changes, flags anomalies, and preserves the reporting window.
- [Analyze GA4 Landing Pages With Claude Code and Soku CLI](https://soku.ai/use-cases/ga4-landing-page-analysis-with-claude-code): Let Claude Code query GA4 through Soku CLI, rank landing pages by traffic and conversion behavior, find paid-traffic leaks, and save an evidence-backed CRO shortlist.
- [Analyze a PostHog Funnel With Codex and Soku CLI](https://soku.ai/use-cases/posthog-funnel-analysis-with-codex): Give Codex allowlisted, read-only PostHog access through Soku CLI, inspect the live project schema, measure a conversion funnel, and produce a drop-off diagnosis without exposing provider keys.
- [Find Search Console Quick Wins With an AI Coding Agent](https://soku.ai/use-cases/search-console-quick-wins-with-ai-agent): Connect a shell-based AI agent to Google Search Console through Soku CLI, identify high-impression queries and pages near page one, and turn the evidence into a prioritized content refresh queue.
- [Run Competitor Research From Claude or Codex With Soku Egress](https://soku.ai/use-cases/competitor-research-with-soku-egress): Let Claude Code or Codex call covered research APIs through Soku egress, keep provider credentials server-side, and combine keyword, backlink, and landing-page evidence into a sourced competitor brief.
- [Publish Researched SEO Pages With Soku CLI and Human Review](https://soku.ai/use-cases/publish-seo-pages-with-soku-cli): Use an external coding agent to author complete SEO pages, inspect the rendered files, and publish through Soku CLI only after a human confirms the content, claims, and destination.
- [Install a Soku Marketing Skill in Cursor With the CLI](https://soku.ai/use-cases/install-soku-marketing-skill-in-cursor): Use Soku CLI to discover and install one focused marketing playbook into Cursor, verify the local skill files, and invoke it for a concrete task without loading the entire catalog.
- [Make Review-Gated Ad Changes From an External AI Agent](https://soku.ai/use-cases/review-gated-ad-changes-with-ai-agent): Let Claude Code or Codex prepare an ads mutation through Soku CLI, inspect the exact pending review, and execute only after a human authorizes that specific change.
- [Ground an AI Agent in Brand Memory Before Marketing Analysis](https://soku.ai/use-cases/brand-memory-marketing-analysis-with-ai-agent): Let an external AI agent read Soku brand memory before analyzing campaigns, then verify every performance claim against current ads or analytics data instead of treating memory as live truth.
- [Triage Multiple Client Ad Accounts With Soku CLI](https://soku.ai/use-cases/agency-account-triage-with-soku-cli): Use a shell-based AI agent to scan agency client workspaces one at a time, identify accounts needing attention, and produce a prioritized triage queue without mixing client data or changing campaigns.
- [Duplicate a Winning Campaign With New Creatives](https://soku.ai/use-cases/duplicate-winning-campaign-new-creatives): Copies your best-performing campaign, swaps in fresh creatives and copy, and keeps targeting and budget structure intact — ready to launch in minutes.
- [Launch a Meta Campaign From a One-Line Brief](https://soku.ai/use-cases/launch-meta-campaign-from-brief): Turns a plain-language brief into a full campaign — objective, ad sets, audiences, placements, creatives, and tracking — then deploys it for your approval.
- [Diagnose and Fix Rejected Meta Ads](https://soku.ai/use-cases/fix-rejected-meta-ads): Reads the rejection reason on each disapproved ad, edits the offending copy or creative to comply with policy, and resubmits for review.
- [Bulk-Edit Copy Across Every Live Ad](https://soku.ai/use-cases/bulk-edit-ad-copy-remove-claims): Sweeps every active ad for a phrase, claim, or price you need gone — then rewrites and updates them all in one pass instead of one-by-one edits.
- [Build a Custom Audience From Your Data](https://soku.ai/use-cases/create-custom-audience): Creates Meta custom audiences from site visitors, customer lists, or engagement — then builds lookalikes at the right percentages for prospecting.
- [Roll a Winning Ad Set Out to New Geos](https://soku.ai/use-cases/scale-adset-across-geos): Duplicates a proven ad set into new countries or regions, adjusts budgets to market size, and localizes the copy where the language changes.
- [Verify Pixel and Conversion Events](https://soku.ai/use-cases/verify-pixel-and-events): Checks that your pixel fires on the right pages, events carry the right parameters, and conversions match what the ad platforms report.
- [Set Up a Clean A/B Test](https://soku.ai/use-cases/set-up-ab-test-campaigns): Structures a proper split test — one variable, matched budgets, enough volume to reach significance — and tells you when there's a real winner.
- [Apply Negative Keywords From Wasted Spend](https://soku.ai/use-cases/google-ads-negative-keywords-apply): Mines your search terms report for irrelevant queries burning budget, groups them into negative lists, and applies them at the right level.
- [Reallocate Budgets Toward What's Working](https://soku.ai/use-cases/adjust-budgets-by-roas): Reviews spend and returns across campaigns, then shifts budget from underperformers to winners — with a clear before/after plan you approve first.
- [Pause Fatigued Ads Before They Drag CPA](https://soku.ai/use-cases/pause-fatigued-ads): Finds ads with rising frequency and falling CTR, pauses the ones past their prime, and queues replacements from your creative library.
- [Launch a Google Search Campaign From Keywords](https://soku.ai/use-cases/launch-google-search-campaign): Builds a search campaign from your seed keywords — ad groups by theme, responsive search ads, extensions, and conversion tracking wired up.
- [Connect and Map Dozens of Client Accounts](https://soku.ai/use-cases/sync-and-map-ad-accounts): Identifies every ad account you have access to, maps them to the right client brands, and keeps data syncing so reporting stays current.
- [Set Up Dayparting From Conversion Patterns](https://soku.ai/use-cases/schedule-dayparting): Analyzes when your conversions actually happen, then schedules ads (or bid adjustments) around the hours and days that convert.
- [Standardize UTM Tags Across Every Ad](https://soku.ai/use-cases/utm-cleanup-links): Audits the tracking URLs on all live ads, fixes missing or inconsistent UTM parameters, and enforces one naming convention going forward.
- [Full Google Ads Account Diagnostic](https://soku.ai/use-cases/full-google-ads-account-audit): Runs a structured audit across structure, keywords, quality scores, tracking, and budget pacing — and ranks the fixes by expected impact.
- [Meta Ads Account Audit](https://soku.ai/use-cases/meta-account-audit): Reviews account structure, audience overlap, creative fatigue, learning-phase churn, and attribution settings — with a prioritized action list.
- [Explain a Sudden CPA Spike](https://soku.ai/use-cases/cpa-spike-investigation): Traces a cost spike to its actual cause — auction pressure, creative fatigue, tracking breakage, budget changes, or landing page issues — with evidence.
- [Search Terms Quality Audit](https://soku.ai/use-cases/search-terms-quality-audit): Classifies every search term you paid for into converting, plausible, and junk — then quantifies the wasted spend and builds the negative list.
- [Conversion Tracking Audit](https://soku.ai/use-cases/conversion-tracking-audit): Cross-checks platform conversions against GA4 and your backend, finds double-counting, missing events, and misconfigured goals, and fixes the setup.
- [Quality Score Deep-Dive and Fix Plan](https://soku.ai/use-cases/quality-score-improvement): Breaks down quality score by component — expected CTR, ad relevance, landing page experience — and produces per-ad-group fixes that lower CPCs.
- [Fix Mobile vs Desktop Performance Gaps](https://soku.ai/use-cases/device-bid-optimization): Compares CPA and conversion rate by device, finds where mobile is quietly bleeding budget, and sets bid adjustments or separate strategies.
- [Full-Month Paid Spend Review](https://soku.ai/use-cases/monthly-paid-spend-review): Reviews everything you spent across platforms last month — what drove results, what didn't, and where next month's budget should go instead.
- [Performance Max Campaign Audit](https://soku.ai/use-cases/pmax-audit): Opens the PMax black box — asset group performance, search themes, channel distribution, and cannibalization of your brand terms.
- [Creative Performance Audit](https://soku.ai/use-cases/creative-performance-audit): Ranks every creative by hook rate, hold rate, CTR, and CPA — then tells you which angles, formats, and hooks to double down on.
- [Audience Overlap and Frequency Audit](https://soku.ai/use-cases/audience-overlap-frequency-audit): Detects where your ad sets bid against each other and where frequency is burning out audiences — then proposes a consolidated structure.
- [Expand Keywords From What Already Converts](https://soku.ai/use-cases/keyword-expansion-from-converters): Finds new keyword opportunities hiding in your converting search terms, checks volume and competition, and builds them into your structure.
- [Geo Performance Breakdown and Reallocation](https://soku.ai/use-cases/geo-performance-breakdown): Breaks results down by country, region, and city — finds where you're profitable and where you're subsidizing bad markets, then rebalances.
- [Ad-to-Landing-Page Message Match Audit](https://soku.ai/use-cases/message-match-audit): Compares each ad's promise to the page it lands on, scores the match, and flags mismatches that inflate your cost per conversion.
- [Find All the Wasted Spend in One Sweep](https://soku.ai/use-cases/wasted-spend-report): One pass across every account: junk search terms, dead placements, overlapping audiences, fatigued ads, and broken tracking — totaled in dollars.
- [Spy on a Competitor's Meta Ads](https://soku.ai/use-cases/competitor-meta-ads-spy): Pulls a competitor's active ads from the Meta Ad Library, identifies their longest-running (likely winning) creatives, and decodes their strategy.
- [Analyze a Competitor's Google Ads Strategy](https://soku.ai/use-cases/competitor-google-ads-analysis): Maps the keywords a competitor bids on, their ad copy patterns, and estimated spend — and finds the terms they're winning that you're not on.
- [Full Competitive Brief on One Rival](https://soku.ai/use-cases/full-competitive-brief): A complete dossier: product and pricing, positioning, paid channels, SEO footprint, and social presence — condensed into a brief your team can act on.
- [Decode Competitor TikTok Creative Strategy](https://soku.ai/use-cases/tiktok-creative-spy): Finds competitors' top TikTok ads, analyzes hooks, pacing, and formats frame-by-frame, and turns the patterns into briefs for your own creatives.
- [SEO Keyword Gap vs Competitors](https://soku.ai/use-cases/seo-keyword-gap): Compares your ranking keywords against 2-3 competitors, finds the terms they rank for and you don't, and prioritizes by value and difficulty.
- [Competitor Landing Page Teardown](https://soku.ai/use-cases/competitor-landing-page-teardown): Dissects a competitor's landing pages — offer, structure, social proof, CTAs — and extracts what to steal and what to differentiate against.
- [Positioning and Messaging Comparison](https://soku.ai/use-cases/positioning-comparison): Maps how every player in your category describes themselves, finds the crowded claims and the empty space, and drafts positioning you can own.
- [Discover Competitors You Don't Know About](https://soku.ai/use-cases/new-competitor-discovery): Searches your keywords, ad auctions, and review sites to surface the competitors actually taking your customers — not just the ones you watch.
- [Check Your Visibility in AI Search](https://soku.ai/use-cases/ai-search-visibility-check): Tests how ChatGPT, Perplexity, and Google AI Overviews answer your category questions — who gets recommended, who gets ignored, and why.
- [Track Competitor Pricing and Packaging Changes](https://soku.ai/use-cases/competitor-pricing-watch): Snapshots competitor pricing pages and plans, compares against your own, and explains what their packaging says about their strategy.
- [See Who's Bidding on Your Brand](https://soku.ai/use-cases/serp-ads-monitoring): Checks the ads showing on your brand-name searches, identifies which competitors are poaching your traffic, and drafts the defense plan.
- [Analyze Competitors' LinkedIn Playbook](https://soku.ai/use-cases/linkedin-competitor-content): Studies what your competitors post on LinkedIn, which posts get traction, and their cadence — then drafts a content plan that outperforms it.
- [App Store Competitor Analysis](https://soku.ai/use-cases/app-store-competitor-analysis): Reviews competitors' app store listings, rankings, review themes, and update cadence — and finds the complaints you can win users on.
- [Share of Voice Across Search and Social](https://soku.ai/use-cases/share-of-voice-report): Measures how much of your category's search results, ads, and social conversation each player owns — and tracks how it shifts over time.
- [Build Sales Battlecards From Competitive Research](https://soku.ai/use-cases/win-loss-battlecard): Turns competitive research into battlecards your sales team can use — objection handling, trap-setting questions, and honest weak spots.
- [Plan and Draft ICP Landing Pages](https://soku.ai/use-cases/icp-pages-strategy): Splits your audience into buyer vs user (or by vertical), plans a page for each ICP with the right search intent, and drafts them all.
- [Keyword Research Into a 90-Day Content Plan](https://soku.ai/use-cases/keyword-research-content-plan): Researches keywords by intent and difficulty, clusters them into topics, and sequences a 90-day publishing plan weighted toward quick wins.
- [Find Quick Wins in Search Console](https://soku.ai/use-cases/gsc-quick-wins): Mines your real Search Console data for page-2 keywords, low-CTR page-1 rankings, and titles that don't match the queries — then fixes them.
- [Technical SEO Audit](https://soku.ai/use-cases/technical-seo-audit): Crawls your site for indexing problems, broken links, redirect chains, sitemap issues, and Core Web Vitals — prioritized by traffic at risk.
- [Refresh Decaying Content](https://soku.ai/use-cases/content-refresh-decay): Finds pages losing rankings and traffic, diagnoses why — staleness, intent shift, stronger competitors — and rewrites them to recover.
- [Design a Programmatic SEO Play](https://soku.ai/use-cases/programmatic-seo-pages): Finds a repeatable page pattern in your space — integrations, comparisons, templates, locations — and designs the data model and page template to scale it.
- [Fix Internal Linking Structure](https://soku.ai/use-cases/internal-linking-optimization): Maps how authority flows through your site, finds orphan pages and wasted link equity, and adds the internal links that lift target pages.
- [Research and Write a Ranking Blog Post](https://soku.ai/use-cases/blog-post-production): Reverse-engineers what ranks for your target keyword, writes a post that covers the gaps competitors miss, and formats it to win the SERP.
- [Optimize Content for AI Answers (AEO)](https://soku.ai/use-cases/aeo-faq-optimization): Restructures key pages with direct answers, FAQ schema, and citable claims so ChatGPT, Perplexity, and AI Overviews quote you.
- [Build 'X vs Y' Comparison Pages](https://soku.ai/use-cases/comparison-pages): Creates honest comparison pages against each competitor — feature tables, pricing, who each is right for — targeting high-intent comparison searches.
- [Localize Content for New Markets](https://soku.ai/use-cases/content-localization): Adapts your best-performing pages for new languages and markets — real localization with local keyword research, not word-for-word translation.
- [Backlink Profile Analysis and Link Plan](https://soku.ai/use-cases/backlink-profile-analysis): Audits your backlink profile against competitors, finds who links to them but not you, and builds a realistic link acquisition list.
- [Get Included in 'Best X' Listicles](https://soku.ai/use-cases/listicle-placement-strategy): Finds the listicles ranking for your category's 'best' searches, identifies which you're missing from, and drafts the pitches to get included.
- [Generate Writer-Ready Content Briefs](https://soku.ai/use-cases/seo-content-brief-generator): Turns target keywords into complete briefs — search intent, required subtopics, entities to cover, competitor gaps, and internal links to include.
- [Local SEO for Service Businesses](https://soku.ai/use-cases/local-seo-optimization): Optimizes your Google Business Profile, builds location pages, and structures local citations so you win the map pack in your service areas.
- [Turn a Product Photo Into a Video Ad](https://soku.ai/use-cases/product-photo-to-video-ad): Takes a single product photo and produces a scroll-stopping video ad — scenes, motion, text overlays, and music — sized for every placement.
- [Generate New Variants From Your Winning Ad](https://soku.ai/use-cases/ad-variants-from-winner): Deconstructs why your best ad works — hook, angle, format — and produces fresh variants that keep the winning elements while fighting fatigue.
- [Write a Batch of UGC Scripts](https://soku.ai/use-cases/ugc-script-batch): Writes creator-ready UGC scripts — hooks, beats, b-roll notes, and CTAs — across proven frameworks like problem-agitate-solve and 3 reasons why.
- [Adapt One Creative to Every Placement](https://soku.ai/use-cases/resize-adapt-creatives-placements): Takes your hero creative and produces correctly-sized, natively-formatted versions for Feed, Stories, Reels, TikTok, Shorts, and display.
- [Localize Ad Copy for New Markets](https://soku.ai/use-cases/localized-ad-copy): Rewrites your ads for new languages and cultures — local idioms, offers, and social proof — not machine translation of English copy.
- [Build a Hook Library for Your Product](https://soku.ai/use-cases/hook-library): Generates dozens of scroll-stopping hooks across curiosity, controversy, social proof, and outcome archetypes — ranked by fit to your audience.
- [Generate Static Ads From Your Landing Page](https://soku.ai/use-cases/static-ads-from-landing-page): Reads your landing page, extracts the strongest claims and proof points, and designs on-brand static ads that pre-sell the click.
- [Produce a Seasonal Campaign Creative Set](https://soku.ai/use-cases/seasonal-campaign-creatives): Builds a complete creative set for a seasonal moment — Black Friday, back-to-school, holidays — with a consistent concept across every format.
- [Turn Customer Reviews Into Testimonial Ads](https://soku.ai/use-cases/testimonial-ads-from-reviews): Mines your reviews for the most persuasive quotes, matches them to objections they resolve, and designs testimonial ads around them.
- [Design Carousel Ads for a Product Line](https://soku.ai/use-cases/carousel-ads-product-line): Structures carousels that actually get swiped — story-driven card sequences, per-card copy, and product lineups ordered by margin or popularity.
- [Generate On-Brand Images at Scale](https://soku.ai/use-cases/brand-consistent-image-generation): Learns your brand's colors, typography, and visual style from your site and assets, then generates campaign images that look like you made them.
- [Recut a Long Video Into Ad-Length Clips](https://soku.ai/use-cases/video-ad-recuts): Slices a webinar, demo, or founder video into punchy ad-length cuts — finds the strongest moments, adds captions, and formats per platform.
- [Build an Offer and Angle Testing Matrix](https://soku.ai/use-cases/offer-angle-testing-matrix): Maps your possible offers against audience pain points into a testing matrix, then generates the ad copy for each cell worth testing.
- [Draft a Month of LinkedIn Posts](https://soku.ai/use-cases/linkedin-thought-leadership-posts): Turns your expertise and customer stories into a month of LinkedIn posts in your voice — hooks, formatting, and a posting cadence that compounds.
- [Write a Revenue Email Sequence](https://soku.ai/use-cases/email-campaign-sequence): Writes a complete email sequence — welcome, nurture, or winback — with subject lines tested against each other and CTAs matched to lifecycle stage.
- [Monday Morning Performance Report](https://soku.ai/use-cases/monday-morning-performance-report): Every Monday, pulls last week's performance across all channels, compares to the previous week and targets, and explains what changed in plain English.
- [GA4 Funnel Drop-Off Analysis](https://soku.ai/use-cases/ga4-funnel-analysis): Builds your conversion funnel from GA4 events, finds the biggest drop-off step, and segments it by source, device, and geography to locate the leak.
- [One Report Across Every Channel](https://soku.ai/use-cases/cross-channel-dashboard): Merges Google, Meta, TikTok, and organic into one view with consistent metrics — no more tab-hopping between four dashboards that disagree.
- [Compare Attribution Models Honestly](https://soku.ai/use-cases/attribution-comparison): Shows how your channel performance shifts across last-click, data-driven, and platform-reported attribution — and what to actually trust for budgeting.
- [Client-Ready Monthly Report](https://soku.ai/use-cases/client-ready-monthly-report): Produces a polished monthly report for each client — results vs goals, what was done, insights, and next month's plan — formatted to forward as-is.
- [Explain Any Metric Anomaly](https://soku.ai/use-cases/anomaly-explanation): Point at any weird number — traffic dip, conversion spike, CTR collapse — and Soku traces it through your data to the actual cause.
- [LTV and Cohort Analysis by Channel](https://soku.ai/use-cases/ltv-cohort-analysis): Analyzes customer value by acquisition cohort and channel — revealing which channels bring customers who stay and which bring one-and-done buyers.
- [Creative Performance Matrix](https://soku.ai/use-cases/creative-performance-matrix): Crosses creative attributes — format, hook type, length, angle — against performance to reveal which combinations actually drive your results.
- [Lead Quality by Source Report](https://soku.ai/use-cases/lead-quality-report): Follows leads from first click to closed deal, scores quality by source and campaign, and reallocates toward what produces revenue, not just form fills.
- [Budget Scenario Planning](https://soku.ai/use-cases/budget-scenario-planning): Models what happens at different budget levels using your actual marginal performance — where returns diminish and where headroom remains.
- [Board-Ready Growth Digest](https://soku.ai/use-cases/board-ready-growth-digest): Condenses the month's marketing performance into the narrative your board actually wants — growth drivers, efficiency trends, and honest risks.
- [Connect Marketing Spend to Product Behavior](https://soku.ai/use-cases/product-analytics-funnel): Joins ad platform data with product analytics to show which campaigns drive users who activate and retain — not just users who sign up.
- [Monthly SEO Performance Report](https://soku.ai/use-cases/seo-performance-report): Reports rankings, clicks, and conversions from organic — which pages gained or lost, which queries moved, and what next month's priorities are.
- [Campaign Postmortem Analysis](https://soku.ai/use-cases/promo-campaign-postmortem): After a launch or promo, reconstructs what actually happened — incremental lift vs cannibalization, channel contribution, and lessons for next time.
- [Ask Your Marketing Data Anything](https://soku.ai/use-cases/data-question-answering): Plain-English questions, real answers from your connected data — no SQL, no dashboard hunting, no waiting for the analyst.
- [Daily Budget Pacing Watchdog](https://soku.ai/use-cases/budget-pacing-alerts): Checks every account's spend against its monthly budget daily, projects month-end totals, and alerts you before anything overspends or stalls.
- [Disapproved Ads Instant Alert](https://soku.ai/use-cases/disapproved-ads-watcher): Watches all accounts for ad disapprovals and account flags, alerts you immediately, and drafts the compliant fix before you've read the email.
- [Weekly Competitor Ads Digest](https://soku.ai/use-cases/competitor-ads-weekly-digest): Every week, checks your competitors' ad libraries for new creatives, angles, and offers — and digests what changed into a five-minute read.
- [Keyword Rank Movement Alerts](https://soku.ai/use-cases/rank-tracking-alerts): Tracks your priority keywords daily and alerts you on meaningful movement — yours or a competitor's — with the likely cause attached.
- [Detect Stalled Campaigns Before They Cost You](https://soku.ai/use-cases/spend-stall-detection): Notices when a campaign stops spending or delivery collapses — payment issues, exhausted audiences, bid problems — and diagnoses it automatically.
- [Guardrail Rules That Pause Losers](https://soku.ai/use-cases/auto-pause-rules): Enforces your performance guardrails around the clock — pause ads past a CPA threshold, cap frequency, stop spend on broken landing pages.
- [Weekly Search Terms Sweep](https://soku.ai/use-cases/weekly-search-terms-sweep): Runs the search terms hygiene loop weekly — new negatives added, new keyword opportunities surfaced — so waste never accumulates.
- [Weekly Site and SEO Health Check](https://soku.ai/use-cases/site-health-monitor): Crawls your site weekly for new broken links, indexing drops, page speed regressions, and Search Console errors — before they cost rankings.
- [Brand Mention and Review Tracker](https://soku.ai/use-cases/brand-mention-tracking): Watches the web for new mentions of your brand — reviews, forums, social, press — and routes what needs a response to the right person.
- [Instant Lead Alerts With Context](https://soku.ai/use-cases/lead-routing-notification): When a lead comes in, enriches it — company, role, which campaign brought them — and posts it where your team works with suggested next steps.
- [Scheduled Creative Refresh Pipeline](https://soku.ai/use-cases/scheduled-creative-refresh): On a fixed cadence, reviews creative fatigue, generates a new batch based on what's winning, and queues it for your approval — a standing pipeline.
- [Turn Any Workflow Into a Reusable Skill](https://soku.ai/use-cases/turn-workflow-into-skill): Take something Soku just did well — an audit, a report, a creative process — and save it as a named skill your whole team can rerun on demand.
- [Standing Monthly Account Audit](https://soku.ai/use-cases/monthly-account-audit-schedule): Runs the full account audit automatically every month and delivers the diff — what improved, what regressed, what needs attention now.
- [Backlink Gained/Lost Monitor](https://soku.ai/use-cases/backlink-monitor): Watches your backlink profile for valuable links gained and lost — and alerts you when a lost link is worth a reclamation email.
- [Put Routine Account Management on Autopilot](https://soku.ai/use-cases/autopilot-full-account): Soku handles the routine loop — pacing, negatives, fatigue, alerts — on a standing schedule, and escalates to you only for judgment calls.
- [Build a Landing Page From a Brief](https://soku.ai/use-cases/landing-page-from-brief): Designs and writes a complete landing page for a campaign — structure, copy, social proof placement, and a form tuned for conversion.
- [Landing Page Conversion Audit](https://soku.ai/use-cases/landing-page-cro-audit): Audits your landing page against conversion principles — message clarity, friction, trust, speed — scored with the specific fixes ranked by lift.
- [Build a Prioritized A/B Test Backlog](https://soku.ai/use-cases/ab-test-ideas-backlog): Generates test hypotheses from your analytics data and page audits, then prioritizes them by impact, confidence, and effort into a real backlog.
- [Landing Page Variants Matched to Each Ad Angle](https://soku.ai/use-cases/message-match-landing-variants): Creates a landing page variant for each major ad angle so the page continues the ad's promise — the cheapest conversion lift there is.
- [Find Friction in Your Signup Flow](https://soku.ai/use-cases/signup-flow-friction-analysis): Analyzes behavioral data through your signup or checkout flow, finds where users rage-click, stall, or abandon, and redesigns the problem steps.
- [Pricing Page Teardown and Redesign](https://soku.ai/use-cases/pricing-page-optimization): Audits your pricing page against best patterns — anchoring, plan naming, FAQ objections — and redesigns it to move buyers to the right plan.
- [Optimize Lead Forms for Completion](https://soku.ai/use-cases/form-optimization): Audits every form field against its analytics cost, cuts what isn't earning its friction, and restructures for completion without losing lead quality.
- [Place Social Proof Where It Converts](https://soku.ai/use-cases/social-proof-strategy): Audits your proof assets — reviews, logos, numbers, case studies — and places the right proof at each objection point in the journey.
- [Fix Page Speed Where It Costs Conversions](https://soku.ai/use-cases/page-speed-conversion): Finds the pages where slow loading measurably costs you conversions, identifies the heaviest offenders, and fixes them in impact order.
- [Mobile Experience Audit](https://soku.ai/use-cases/mobile-experience-audit): Walks your funnel on mobile like a real user — thumb reach, form usability, popup behavior — and fixes what desktop-first design broke.
- [Design a Quiz Funnel](https://soku.ai/use-cases/quiz-funnel-design): Builds an interactive quiz that segments visitors, personalizes the recommendation, and captures the lead — with all questions and logic mapped.
- [Make Thank-You Pages Do More Work](https://soku.ai/use-cases/thank-you-page-optimization): Turns your dead-end confirmation pages into a next step — referral, upsell, content, calendar booking — matched to what the converter just did.
- [Exit-Intent Offers That Don't Annoy](https://soku.ai/use-cases/exit-intent-strategy): Designs exit-intent interventions matched to page context — the right save-offer on pricing vs blog vs checkout — without tanking your UX.
- [Personalize Pages by Traffic Source](https://soku.ai/use-cases/personalize-landing-by-source): Adapts your landing page's headline and proof depending on where the visitor came from — LinkedIn sees the B2B story, TikTok sees the fun one.
- [Diagnose and Recover Checkout Abandonment](https://soku.ai/use-cases/checkout-abandonment-recovery): Finds why carts die at checkout — shipping shock, forced accounts, payment friction — fixes the flow, and builds the recovery email/SMS sequence.

## Agent skills
- [AB Test Analysis](https://soku.ai/skills/ab-test-analysis): Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations.
- [AB Test Setup](https://soku.ai/skills/ab-test-setup): Plan, design, or implement an A/B test or experiment.
- [Ad Creative](https://soku.ai/skills/ad-creative): Generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform.
- [AI SEO](https://soku.ai/skills/ai-seo): Optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
- [Analytics Tracking](https://soku.ai/skills/analytics-tracking): Set up, improve, or audit analytics tracking and measurement.
- [Backlink Profiler](https://soku.ai/skills/backlink-profiler): Analyze backlink profiles — referring domains, anchor text distribution, competitor gap analysis, and link-building opportunities.
- [Beachhead Segment](https://soku.ai/skills/beachhead-segment): Identify the first beachhead market segment for a product launch.
- [Churn Prevention](https://soku.ai/skills/churn-prevention): Reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies.
- [Cohort Analysis](https://soku.ai/skills/cohort-analysis): Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights.
- [Cold Email](https://soku.ai/skills/cold-email): Write B2B cold emails and follow-up sequences that get replies.
- [Competitive Battlecard](https://soku.ai/skills/competitive-battlecard): Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling, and win/loss patterns.
- [Competitor Alternatives](https://soku.ai/skills/competitor-alternatives): Create competitor comparison or alternative pages for SEO and sales enablement.
- [Content Strategy](https://soku.ai/skills/content-strategy): Plan a content strategy, decide what content to create, or figure out what topics to cover.
- [Copy Editing](https://soku.ai/skills/copy-editing): Edit, review, or improve existing marketing copy.
- [Copywriting](https://soku.ai/skills/copywriting): Write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages.
- [Email Sequence](https://soku.ai/skills/email-sequence): Create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program.
- [Form CRO](https://soku.ai/skills/form-cro): Optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms.
- [Free Tool Strategy](https://soku.ai/skills/free-tool-strategy): Plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness.
- [GEO Visibility Audit](https://soku.ai/skills/geo-visibility-audit): Audit your brand's visibility across AI search platforms — LLM citations, Google AI Overviews, and competitor AI presence benchmarking.
- [Growth Loops](https://soku.ai/skills/growth-loops): Identify growth loops (flywheels) for sustainable traction.
- [GTM Motions](https://soku.ai/skills/gtm-motions): Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG.
- [GTM Strategy](https://soku.ai/skills/gtm-strategy): Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline.
- [Ideal Customer Profile](https://soku.ai/skills/ideal-customer-profile): Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs.
- [Keyword Discovery](https://soku.ai/skills/keyword-discovery): Discover new keyword opportunities from seed topics — expand, cluster by topic, and score by ROI potential.
- [Launch Strategy](https://soku.ai/skills/launch-strategy): Plan a product launch, feature announcement, or release strategy.
- [Lead Magnets](https://soku.ai/skills/lead-magnets): Create, plan, or optimize a lead magnet for email capture or lead generation.
- [Marketing Ideas](https://soku.ai/skills/marketing-ideas): When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product.
- [Marketing Psychology](https://soku.ai/skills/marketing-psychology): Apply psychological principles, mental models, or behavioral science to marketing.
- [North Star Metric](https://soku.ai/skills/north-star-metric): Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation.
- [Onboarding CRO](https://soku.ai/skills/onboarding-cro): Optimize post-signup onboarding, user activation, first-run experience, or time-to-value.
- [Organic Keyword Spy](https://soku.ai/skills/organic-keyword-spy): Spy on competitor organic keywords — discover what they rank for, find keyword gaps, and uncover untapped opportunities.
- [Page CRO](https://soku.ai/skills/page-cro): Optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts.
- [Paid Ads](https://soku.ai/skills/paid-ads): When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms.
- [Paid Keyword Spy](https://soku.ai/skills/paid-keyword-spy): Spy on competitor paid keyword campaigns — discover their bidding keywords, ad copy, estimated spend, and find paid keyword gaps.
- [Paywall Upgrade CRO](https://soku.ai/skills/paywall-upgrade-cro): Create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates.
- [Popup CRO](https://soku.ai/skills/popup-cro): Create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes.
- [Positioning Ideas](https://soku.ai/skills/positioning-ideas): Brainstorm product positioning ideas differentiated from competitors.
- [Pricing Strategy](https://soku.ai/skills/pricing-strategy): When the user wants help with pricing decisions, packaging, or monetization strategy.
- [Product Marketing Context](https://soku.ai/skills/product-marketing-context): Create or update their product marketing context document.
- [Product Name](https://soku.ai/skills/product-name): Brainstorm 5 unique, memorable product names with rationale aligned to brand values and target audience.
- [Programmatic SEO](https://soku.ai/skills/programmatic-seo): Create SEO-driven pages at scale using templates and data.
- [Referral Program](https://soku.ai/skills/referral-program): Create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.
- [Revops](https://soku.ai/skills/revops): When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes.
- [Sales Enablement](https://soku.ai/skills/sales-enablement): Create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts.
- [Schema Markup](https://soku.ai/skills/schema-markup): Add, fix, or optimize schema markup and structured data on their site.
- [Search Content Brief](https://soku.ai/skills/search-content-brief): Generate a dual-channel content brief optimized for both SEO rankings and AI search (GEO) citations.
- [SEO Audit](https://soku.ai/skills/seo-audit): Audit, review, or diagnose SEO issues on their site.
- [Signup Flow CRO](https://soku.ai/skills/signup-flow-cro): Optimize signup, registration, account creation, or trial activation flows.
- [Site Architecture](https://soku.ai/skills/site-architecture): Plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking.
- [Social Content](https://soku.ai/skills/social-content): When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms.
- [Value Prop Statements](https://soku.ai/skills/value-prop-statements): Generate value proposition statements for marketing, sales, and onboarding from existing value propositions.
- [Value Proposition](https://soku.ai/skills/value-proposition): Design a detailed value proposition using a 6-part JTBD template — Who, Why, What before, How, What after, Alternatives.

## Docs
- [Quickstart](https://soku.ai/docs/quickstart): Go from sign-up to your first result in a few minutes: create your organization and brand, connect a data source, and ask the agent to run a task.
- [Connecting accounts](https://soku.ai/docs/connecting-accounts): Connect your ad platforms, analytics, and messaging channels to Soku — including Google, Meta, TikTok, GA4, Slack, and Lark via a custom app.
- [Getting started with ChatGPT Ads](https://soku.ai/docs/getting-started-with-chatgpt-ads): Apply to run ChatGPT Ads through Soku, prepare a media plan, and understand what happens after you submit your application.
- [Inviting your team](https://soku.ai/docs/inviting-your-team): Invite teammates to your organization, understand Admin vs Member roles, and make sure everyone shares the same workspace.
- [ChatGPT Ads creative assets](https://soku.ai/docs/chatgpt-ads-creative-assets): What to upload when you apply for ChatGPT Ads through Soku — the asset checklist, ecommerce / multi-SKU guidance, final image requirements, and basic redaction rules.
- [What is Soku](https://soku.ai/docs/what-is-soku): Soku is an always-on AI marketing agent you work with through chat. Learn the core concepts — Agent, Chat, Integrations, Skills, and Automations — and who it's for.
- [The workspace](https://soku.ai/docs/using-soku): A tour of the day-to-day workspace: Chat, Automations, Dashboard, Marketplace, and Memory — the five things you'll use most after setup.
- [Conversion mapping](https://soku.ai/docs/conversion-mapping): Group platform conversions into one reporting taxonomy, so you can review Meta and Google performance side by side in Soku.
- [Web app vs Soku CLI](https://soku.ai/docs/web-app-vs-cli): Two ways to use Soku: the web app, where you collaborate with the agent in chat, and the Soku CLI, which gives a shell-based AI agent access to Soku. When to use each.
- [What you can do with Soku](https://soku.ai/docs/what-you-can-do): Find the right move by what you're trying to fix — each situation paired with the skills that handle it. The ⭐ row is the best first move.
- [FAQ](https://soku.ai/docs/faq): Quick answers to the most common questions about getting started with Soku — missing data, shared workspaces, permissions, and switching context.
- [Support and refunds](https://soku.ai/docs/support-and-refunds): How to contact Soku support, manage cancellation, or request a refund review without relying on unapproved email addresses.

## Blog
- [Generative Engine Optimization (GEO): How to Get Your Brand Cited by AI Search in 2026](https://soku.ai/blog/generative-engine-optimization-guide): The complete pillar guide to Generative Engine Optimization (GEO): how ChatGPT, Perplexity, and Google AI Overviews pick sources, how to format answers and FAQs so they get quoted, how to detect when AI cites competitors instead of you, and how to measure it.
- [Google Video Campaign Groups: What They Mean for AI-Driven Ad Structure](https://soku.ai/blog/google-video-campaign-groups-ai-ad-structure): Google just launched Video campaign groups — one reach and frequency goal optimized across multiple YouTube campaigns. The complete pillar guide: the reach-and-frequency model, why Google shipped it, who should use it, how it rewires campaign structure, the frequency-ROI curve, measurement, and how AI automation should model it.
- [How to Set Up Google Video Campaign Groups: A Step-by-Step Reach & Frequency Guide](https://soku.ai/blog/google-video-campaign-groups-setup-guide): The hands-on operator walkthrough for Video campaign groups in Google Ads: prerequisites, creating the group, setting one reach and frequency goal across campaigns, budgets, bidding, the API/agent path, measurement, and a troubleshooting checklist.
- [Reach & Frequency Optimization for Video Ads: How AI Automation Should Structure Campaigns](https://soku.ai/blog/reach-frequency-optimization-video-ad-automation): Reach and frequency optimization is a structure problem, not a slider. Here's the effective-frequency and ad-fatigue math, why per-campaign caps fail at the account level, and how an AI ad-automation system should express one reach/frequency intent per audience-overlap group and measure the sum.
- [Video Campaign Groups vs Manual Campaign Splitting: Which Gives You More Control?](https://soku.ai/blog/video-campaign-groups-vs-manual-campaign-splitting): A rigorous comparison of Google's new Video campaign groups against the old habit of splitting reach and frequency across separate campaigns — a ranked framework, real scenarios, a migration path, and the honest tradeoff of ceding per-campaign control to a group goal.
- [Google Ads AI Transparency Labels: What Advertisers and AI Ad Teams Must Do](https://soku.ai/blog/google-ads-ai-transparency-labels): Google's new AI transparency labels put a 'How this ad was made' disclosure on Search, YouTube, and Discover ads. Here's what the AI label setting actually requires, who has to flip it, and how AI-driven ad teams should bake disclosure into their workflow before the EU AI Act deadline.
- [Gemini Omni Flash for Ad Creative (2026): The Complete Guide](https://soku.ai/blog/gemini-omni-flash-ad-creative): The complete 2026 guide to Google's Gemini Omni Flash for advertising: what the model does, pricing, conversational video editing, the Nano Banana 2 Lite pipeline, how it compares to Veo and Seedance for ads, honest limits, and the operating model AI ad teams should run it in.
- [What Gemini Omni Flash Means for AI Ad Creative Teams](https://soku.ai/blog/gemini-omni-flash-ad-teams): Gemini Omni Flash makes video editing conversational and prices it at Veo 3.1 Fast rates. Here's what actually changes for AI ad creative teams — the workflow, the human-in-the-loop model, and where an ad agent fits.
- [How to Set Up Gemini Omni Flash for Meta & Google Ads Creative](https://soku.ai/blog/gemini-omni-flash-setup-ad-creative): A step-by-step 2026 guide to setting up Gemini Omni Flash for ad creative: API key and billing, the Nano Banana 2 Lite hand-off, aspect ratios for Meta and Google, conversational edits via the Interactions API, and shipping clips to platforms.
- [Gemini Omni Flash vs Veo 3.1 Fast vs Seedance vs Sora for Ad Creative (2026)](https://soku.ai/blog/gemini-omni-flash-vs-veo-seedance-sora): A ranked 2026 comparison of Gemini Omni Flash, Veo 3.1 Fast, Seedance 2.0, and Sora 2 for advertising work — scored on cost, ad ratios, editing, fidelity, and variant economics, with the honest verdict on which to use when.
- [GPT Image 2 vs Nano Banana 2 vs Seedream 5.0 Pro for Ad Creative](https://soku.ai/blog/gpt-image-2-vs-nano-banana-2-vs-seedream-5-pro-ad-creative): A practical three-way comparison of GPT Image 2, Nano Banana 2, and Seedream 5.0 Pro for paid ad creative: typography, product fidelity, dense layouts, editing, cost, and production routing.
- [What Google Ads API Brand Verification Means for AI Ad-Automation Tools](https://soku.ai/blog/google-ads-api-ai-ad-automation): Google Ads API brand verification and the Basic/Standard access model quietly reshape what it takes to build or buy an AI agent that touches client ad accounts. Here's the operating model that reality implies.
- [Google Ads API Basic vs Standard Access: Which Do You Need? (2026)](https://soku.ai/blog/google-ads-api-basic-vs-standard-access): A decision guide to Google Ads API access levels. Compare Basic vs Standard on operations/day limits, eligible use cases, and review requirements — plus how 2026 brand verification speeds the Basic review and how AI ad teams should choose.
- [Google Ads API Access & Brand Verification (2026): The Complete Guide](https://soku.ai/blog/google-ads-api-brand-verification): The complete 2026 guide to Google Ads API access levels and brand verification: the Test/Explorer/Basic/Standard ladder, how brand verification accelerates Basic Access review, what changed with v24.2 multi-party approvals, and what it all means for AI ad-automation agents.
- [Multi-Party Approvals & v24.2: Google Ads API Access Governance in 2026](https://soku.ai/blog/google-ads-api-multi-party-approvals): Google Ads API v24.2 ships multi-party approvals (MPA) — a second-admin gate on sensitive account actions. Here's what MPA governs, the exact API surface, and how the two-party pattern maps onto AI agents making changes to ad accounts.
- [How to Complete Google Ads API Brand Verification, Step by Step (2026)](https://soku.ai/blog/verify-brand-google-ads-api): A step-by-step walkthrough of the new Google Ads API brand verification flow that accelerates Basic Access reviews — prerequisites, exact Cloud Console steps, review timeline, and the rejection reasons that trip up AI ad teams.
- [How to Audit a Google Ads Account with an AI Agent (Step-by-Step)](https://soku.ai/blog/google-ads-audit-ai-agent): A step-by-step Google Ads audit guide for the AI agent era: conversion tracking, Quality Score, search terms, creative, budgets, bids, and device/geo analysis — with the exact metrics, thresholds, and decision rules an AI agent uses at each step.
- [Google Ads Creative Audit: Diagnosing Ad Fatigue and Ad Strength with AI](https://soku.ai/blog/google-ads-creative-audit): A structural Google Ads creative audit with AI: disapproved ads, RSA counts, headline coverage, Ad Strength read honestly, PMax asset health, and a fatigue detection chain that uses frequency, CTR, CPM, and CPC confirmation to decide kill vs refresh vs watch.
- [Google Ads Quality Score Audit: How to Find and Fix Low-QS Keywords with AI](https://soku.ai/blog/google-ads-quality-score-audit): A complete Google Ads Quality Score audit method: spend-weighted QS, low-QS spend share, and per-keyword root cause diagnosis (expected CTR, ad relevance, landing page) — with the exact thresholds an AI agent uses and the fix playbook for each root cause.
- [Google Ads Search Terms Audit: Cutting Wasted Spend with an AI Agent](https://soku.ai/blog/google-ads-search-terms-audit): How to audit the Google Ads search terms report with an AI agent: waste classification with a semantic veto, the Lin-Rodnitzky ratio, negative keyword mining with ad group / campaign / account layer selection, and the guards that prevent over-negation.
- [Meta Business Agent: The Complete Guide for Advertisers](https://soku.ai/blog/meta-business-agent-guide): Meta Business Agent and the AI Business Assistant put an agent on both sides of your funnel. Here's the complete advertiser's guide — what each surface does, how to set it up, where it falls short of a human media buyer, and the operating model it implies for your ad team.
- [How to Set Up Meta Business Agent for Your Ad Account](https://soku.ai/blog/meta-business-agent-setup-guide): A step-by-step setup guide for Meta Business Agent: prerequisites, exactly where it lives in Business Suite, the permissions and context it needs, handoff guardrails, and honest caveats about what's still gated.
- [Meta Business Agent vs a Human Media Buyer: What Actually Changes](https://soku.ai/blog/meta-business-agent-vs-media-buyer): A criterion-by-criterion comparison of Meta's Business Agent against a human media buyer — speed, cost, creative judgment, account strategy, and accountability — with a defensible thesis on where each one still wins in 2026.
- [What Meta Business Agent Means for Advertisers](https://soku.ai/blog/what-meta-business-agent-means-for-advertisers): Meta Business Agent is live across WhatsApp, Messenger, and Instagram. Here's the honest read for ad teams — what actually changes in your daily workflow, the early numbers, the token-pricing catch, and what to do this week.
- [Data Manager API Setup Guide for Google Ads and GA4 Events](https://soku.ai/blog/data-manager-api-setup-google-ads-ga4): A practical setup guide for using Google's Data Manager API with Google Ads offline conversions, GA4 web and app events, first-party identifiers, dedupe keys, routing rules, and monitoring.
- [Data Manager API vs Measurement Protocol vs Google Ads API](https://soku.ai/blog/data-manager-api-vs-measurement-protocol-google-ads-api): A practical comparison of Google's Data Manager API, GA4 Measurement Protocol, Google Ads API offline conversion uploads, and Google Ads API reporting surfaces for first-party marketing signals.
- [Google Data Manager API for AI Ad Teams: The Complete Guide](https://soku.ai/blog/google-data-manager-api-guide): A complete AI-marketer guide to Google's Data Manager API: offline conversions, GA4 event ingestion, GMP destinations, Customer Match composite data, migration paths, and how to design a safer first-party signal pipeline.
- [Google Data Manager API Customer Match and GMP Destinations](https://soku.ai/blog/google-data-manager-customer-match-gmp-destinations): What Google's Data Manager API update means for Customer Match composite data, IP ingestion, Campaign Manager 360, Search Ads 360, Display & Video 360, and offline conversion routing.
- [Claude Sonnet 5 Ad Automation Test: A 12-Task Evaluation for Media Buyers](https://soku.ai/blog/claude-sonnet-5-ad-automation-test): A practical Claude Sonnet 5 ad automation test suite for Meta, Google Ads, creative refresh, reporting, tracking, and approval-gated media buying workflows.
- [Claude Sonnet 5 for AI Marketers: Agentic Ads, Pricing, and Workflow Guide](https://soku.ai/blog/claude-sonnet-5-ai-marketers): Claude Sonnet 5 is Anthropic's most agentic Sonnet model yet. Here is what it changes for marketing teams running Meta, Google, TikTok, reporting, and creative workflows.
- [Claude Sonnet 5 Meta and Google Ads Setup Guide](https://soku.ai/blog/claude-sonnet-5-meta-google-ads-setup): A practical setup guide for using Claude Sonnet 5 with Meta Ads, Google Ads, MCP connectors, reporting data, and human approval gates.
- [Claude Sonnet 5 vs Opus 4.8 for Marketing Agents](https://soku.ai/blog/claude-sonnet-5-vs-opus-4-8-marketing-agents): Claude Sonnet 5 vs Opus 4.8 for marketing agents: when to use Sonnet 5 for daily ad workflows, when to escalate to Opus, and how pricing changes the routing decision.
- [TikTok Agentic Hub for AI Ads: What Marketers Should Know](https://soku.ai/blog/tiktok-agentic-hub-ai-ads): TikTok Agentic Hub explained for marketers: how it relates to the TikTok Ads MCP Server, Ads Skills, Claude and ChatGPT workflows, and what teams should prepare before general availability.
- [YouTube Shorts Brand Campaign Measurement for AI Ads](https://soku.ai/blog/youtube-shorts-brand-campaign-measurement-ai-ads): How AI ad teams should measure YouTube Shorts brand campaigns after Google expanded Shorts brand-safety credibility and added Attributed Branded Searches reporting.
- [We Tested GPT-5.6 Sol for Ad Automation: What Actually Works](https://soku.ai/blog/gpt-5-6-sol-ad-automation-test): A GPT-5.6 Sol ad automation test for marketers: what works in diagnosis, creative fatigue analysis, budget planning, evidence handling, and approval-gated account changes.
- [GPT-5.6 Sol for AI Marketers: What Changes in Ad Automation](https://soku.ai/blog/gpt-5-6-sol-ai-marketers): GPT-5.6 Sol guide for AI marketers: what OpenAI's preview means for ad automation, model routing, creative diagnosis, media buying, and human approval gates.
- [GPT-5.6 Sol Setup Guide for Meta and Google Ads Teams](https://soku.ai/blog/gpt-5-6-sol-setup-meta-google-ads): A practical GPT-5.6 Sol setup guide for ad teams: connect Meta and Google Ads data, define read-only tasks, add approval gates, and log every AI recommendation.
- [GPT-5.6 Sol vs GPT-5.5, Gemini, and Claude: Ranked by Ad Workflow Fit](https://soku.ai/blog/gpt-5-6-sol-vs-alternatives-ad-workflows): GPT-5.6 Sol alternatives for ad workflows: compare GPT-5.6, GPT-5.5, Gemini, Claude, and fast small models by planning depth, tool use, speed, cost, and approval needs.
- [Google Demand Gen Drop 2026: AI Marketing Guide for Ad Teams](https://soku.ai/blog/demand-gen-drop-2026-ai-marketing-guide): A practical guide to Google's June 2026 Demand Gen Drop: what changed, why it matters for AI ad teams, and how to adapt creative, feed, audience, and measurement workflows.
- [We Tested a Demand Gen Drop Workflow for AI Ad Automation](https://soku.ai/blog/demand-gen-drop-ai-ad-automation-test): A practical operating test for Google's Demand Gen Drop: how an AI ad team should generate, QA, launch, and report on Demand Gen creative without losing control.
- [Demand Gen Drop Setup Guide for Meta and Google Ads Teams](https://soku.ai/blog/demand-gen-drop-setup-meta-google-ads): A step-by-step Demand Gen setup guide for teams moving paid social creative into Google Ads: campaign structure, feed prep, audience signals, creative QA, and reporting.
- [Demand Gen Drop vs Performance Max, Meta Advantage+, and TikTok Smart+](https://soku.ai/blog/demand-gen-drop-vs-alternatives-setup-time): A practical comparison of Google's Demand Gen Drop against Performance Max, Meta Advantage+, and TikTok Smart+ for AI ad teams choosing where to scale creative.
- [Gemini 3.5 Computer Use Setup Guide for Ad Teams](https://soku.ai/blog/gemini-3-5-computer-use-setup-ad-teams): A practical setup guide for using Gemini 3.5 Flash computer use in ad operations: browser loop, screenshots, allowed actions, logging, and human approval gates.
- [Gemini Browser-Agent Workflows for Ad Ops Teams](https://soku.ai/blog/gemini-browser-agent-ad-ops-workflows): Five practical Gemini computer-use workflows for ad operations: landing-page QA, creative preview checks, reporting reconciliation, competitor research, and platform alert triage.
- [Gemini Computer Use for AI Ad Ops: The Complete Guide](https://soku.ai/blog/gemini-computer-use-ai-ad-ops-guide): Gemini 3.5 Flash now has built-in computer use. Here is how ad teams should use browser agents for QA, reporting, launch checks, and safe AI ad operations.
- [Gemini Computer Use Safety: Prompt Injection Rules for Ad Teams](https://soku.ai/blog/gemini-computer-use-safety-prompt-injection-ads): Gemini computer use introduces browser-agent power and prompt-injection risk. Here is the safety model ad teams need before agents touch platform UIs.
- [YouTube Shorts Brand Safety Playbook for AI-Generated Ads](https://soku.ai/blog/youtube-shorts-brand-safety-ai-ads): A practical brand-safety and creative QA workflow for AI-generated YouTube Shorts ads after YouTube's MRC accreditation for short-form video.
- [YouTube Shorts MRC Accreditation: What It Means for AI Ad Creative Teams](https://soku.ai/blog/youtube-shorts-mrc-accreditation-ai-ad-creative): YouTube Shorts earned the first MRC brand-safety accreditation for short-form video. Here is what ad teams should change in AI creative testing, media buying, and Shorts production.
- [YouTube Shorts vs TikTok vs Reels for AI Creative Testing After MRC Accreditation](https://soku.ai/blog/youtube-shorts-vs-tiktok-reels-ai-creative-testing): How to split AI-generated short-form ad creative tests across YouTube Shorts, TikTok, and Instagram Reels after YouTube Shorts earned MRC brand-safety accreditation.
- [Ask Ad Manager: What Google's New AI Agent Means for Ad Teams](https://soku.ai/blog/ask-ad-manager-ai-agent): Google's Ask Ad Manager is a Gemini-built AI agent for publisher ad operations. Here is what it changes for reporting, troubleshooting, and the next wave of ad-platform agents.
- [Ask Ad Manager vs Google Ads MCP: The Agentic Ads Stack Is Splitting](https://soku.ai/blog/ask-ad-manager-vs-google-ads-mcp): Ask Ad Manager and Google Ads MCP solve different sides of the advertising market. One is publisher operations; the other is buyer-side campaign intelligence.
- [7 Ask Ad Manager Workflows Publishers Can Hand to an AI Agent](https://soku.ai/blog/ask-ad-manager-workflows): Ask Ad Manager is useful only if teams know which workflows to delegate. These seven publisher ad-ops workflows are the first practical candidates.
- [Google Ad Manager MCP Server: What Publishers Should Prepare Now](https://soku.ai/blog/google-ad-manager-mcp-server): Google says Ad Manager developer tools, including REST APIs and an MCP server, are coming later in 2026. Here is the operating model publishers should prepare before the tools arrive.
- [We Tested Gemma 4 12B for Ad Automation - What Actually Works](https://soku.ai/blog/gemma-4-12b-ad-automation-test): A practical Gemma 4 12B ad automation test: where it works for creative QA and variant briefs, where it fails on causality, and how to use it safely with Soku.
- [What Gemma 4 12B Means for AI Marketers](https://soku.ai/blog/gemma-4-12b-ai-marketers): Gemma 4 12B gives ad teams a local multimodal model for creative review, audio/video QA, and campaign-agent workflows. Here is what changes for AI marketers.
- [Gemma 4 12B vs Alternatives, Ranked by Setup Time](https://soku.ai/blog/gemma-4-12b-alternatives-setup-time): A setup-time ranking for Gemma 4 12B versus hosted frontier models, larger local open models, and custom multimodal stacks for AI marketing teams.
- [Gemma 4 12B Setup Guide for Meta and Google Ads Teams](https://soku.ai/blog/gemma-4-12b-meta-google-ads-setup): A practical Gemma 4 12B setup guide for ad teams: local runtime choices, creative QA inputs, Meta and Google Ads exports, and approval-safe workflows.
- [The AI Ads Agency Tech Stack: The Tools You Actually Need in 2026](https://soku.ai/blog/ai-ads-agency-tech-stack): A buyer's guide to the lean, four-layer tech stack an AI ads agency actually needs in 2026 — creative, ad-platform automation, analytics, and ops — plus where an AI agent replaces a seat so output scales with software, not headcount.
- [ChatGPT Ads Conversion Tracking: Set Up User Objects for Accurate Matching](https://soku.ai/blog/chatgpt-ads-conversion-tracking-user-objects): OpenAI is updating ChatGPT Ads conversion tracking to use provided user objects for more accurate matching. Here is what user objects are, why hashed first-party identifiers raise match rates, and how to implement and verify them.
- [How to Create ChatGPT Ads Campaigns From Product Feeds](https://soku.ai/blog/chatgpt-ads-product-feed-campaigns): OpenAI's Ads Manager now ingests product feeds and lets you build campaigns straight from your catalog. Here is the step-by-step walkthrough — feed requirements, ingestion, Product Feed campaign setup, and how an AI agent keeps creative fresh at scale.
- [How to Get Your First 10 Clients for an AI Ads Agency](https://soku.ai/blog/get-first-clients-ai-ads-agency): A concrete client-acquisition playbook for a brand-new AI ads agency — positioning, a tight target list, the paid-audit-to-retainer motion, outbound templates that work, and how to avoid spray-and-pray. Zero to your first ten clients.
- [How to Price an AI Ads Agency (Pricing Models + Margins)](https://soku.ai/blog/how-to-price-ai-ads-agency): How to price an AI ads agency with real numbers: flat retainer ranges, percentage of ad spend, hybrid base-plus-bonus, value-based logic, and the margin advantage that lets an AI-agent agency price below incumbents and still keep more.
- [How to Start an AI Ads Agency in 2026: The Complete Playbook](https://soku.ai/blog/how-to-start-ai-ads-agency): A practical, operator-grade playbook for starting an AI ads agency in 2026 — the new ad-platform landscape, the AI-agent operating model that changes your margins, niche, offers, stack, pricing, and your first clients.
- [How to Start a ChatGPT Ads Agency in 2026 (Step-by-Step Setup)](https://soku.ai/blog/how-to-start-chatgpt-ads-agency): A step-by-step setup guide on how to start a ChatGPT Ads agency in 2026 — account setup, the campaign workflow, how an AI agent runs execution, pricing, and the honest limits of a beta surface.
- [AI Media Buyer Cost vs an Agency: The Real 2026 Math](https://soku.ai/blog/ai-media-buyer-cost-vs-agency): What does an AI media buyer actually cost versus an agency? A worked 2026 model comparing agency retainers, an in-house buyer plus tools, and an AI agent — with fully-loaded monthly costs and a break-even framing at $30K and $100K in ad spend.
- [AI Media Buyer for Ecommerce & DTC Brands: The 2026 Playbook](https://soku.ai/blog/ai-media-buyer-ecommerce-dtc): The 2026 operating playbook for putting an AI media buyer on a DTC ecommerce account — how AI sits on top of Advantage+ Shopping and Performance Max, a funnel-stage automation map, a weekly cadence, and an honest budget-readiness rule.
- [AI Media Buyer: The Complete 2026 Guide](https://soku.ai/blog/ai-media-buyer-guide): A practical 2026 buyer's guide to AI media buyers — what they are, how the operating loop actually works, the tool landscape, real costs and ROI, and when to keep a human in the loop.
- [AI Media Buyer vs Human Media Buyer: What Actually Changes in 2026](https://soku.ai/blog/ai-media-buyer-vs-human-media-buyer): AI media buyer vs human media buyer, decided task by task. We decompose the media-buying job into what AI takes over and what humans keep, with real 2026 adoption and risk data — and why the role shifts from button-pusher to AI supervisor instead of disappearing.
- [How to Automate Media Buying with AI for Meta & Google Ads](https://soku.ai/blog/automate-media-buying-ai-meta-google-ads): A practical, step-by-step guide to automating media buying with AI across Meta and Google Ads — wiring an AI layer on top of Advantage+ and Performance Max, setting guardrails, and keeping a human in the loop.
- [Best AI Media Buying Tools, Ranked (2026)](https://soku.ai/blog/best-ai-media-buying-tools): An honest, scored ranking of the best AI media buying tools in 2026 — platform-native automation, cross-channel point tools, and AI agents — with a real comparison matrix covering channels, automation depth, setup time, transparency, and price.
- [AI Max for Search: The Complete 2026 Guide (Features, Performance Data & When to Use It)](https://soku.ai/blog/ai-max-for-search-guide): What AI Max for Search is, how it differs from Performance Max and standard Search, the independent performance data you should know, the settings that matter, and a clear framework for when to turn it on — the complete 2026 guide for ad teams.
- [AI Max vs Performance Max: Which Should You Use in 2026?](https://soku.ai/blog/ai-max-vs-performance-max): AI Max for Search and Performance Max are not the same thing. Here's the real difference in channels, control, and targeting — plus a decision guide for when to run each, and when to run both.
- [Google AI Max: What It Is, the DSA Migration Timeline, and How to Test It (2027)](https://soku.ai/blog/dsa-ai-max-automigration-delayed-2027): Google AI Max explained — how it replaces Dynamic Search Ads, why automigration slipped to February 2027, and a side-by-side DSA vs AI Max testing plan ad teams should run now.
- [How to Set Up AI Max for Search: The Settings That Actually Matter](https://soku.ai/blog/how-to-set-up-ai-max-for-search): A step-by-step guide to turning on AI Max for Search safely — the negatives, URL expansion, text customization, and search-term controls to set before you enable it, in the right order.
- [AI Warm Intro Finder: How Claude Fable 5 Maps the Warmest Path into Any Account](https://soku.ai/blog/ai-warm-intro-finder): Cold outreach converts at 1%; warm intros at 30%+. Here's the warm-intro-finder workflow that Claude Fable 5 just made dramatically better — connect your data via MCP, give the model filter freedom, and get a tiered warmth map into any target account.
- [ChatGPT Ads Attribution: How Tracking Works Without Third-Party Cookies (2026)](https://soku.ai/blog/chatgpt-ads-attribution-tracking): How ChatGPT ads measurement actually works: the pixel, the Conversions API, event deduplication, the privacy model, and why a 28-day attribution window is non-negotiable for judging the channel.
- [ChatGPT Ads Manager: A Hands-On First Look at OpenAI's Self-Serve Beta (2026)](https://soku.ai/blog/chatgpt-ads-manager-beta-first-look): OpenAI opened its self-serve ChatGPT Ads Manager to all US advertisers in May 2026. We walk through the account setup, campaign structure, context-hint targeting, and what early CPC, CPM, and CTR data actually says — plus where the platform still falls short.
- [ChatGPT Ads vs Google Ads vs Meta Ads: Where Each Fits in 2026](https://soku.ai/blog/chatgpt-ads-vs-google-ads-vs-meta-ads): A performance marketer's comparison of ChatGPT Ads, Google Ads, and Meta Ads in 2026 — targeting models, pricing, CTR and conversion benchmarks, measurement maturity, and how to split a test budget across all three.
- [We Tested Claude Fable 5 on Ad Copy & Campaign Analysis: Here's What Changed](https://soku.ai/blog/claude-fable-5-ad-copy-test): One day after launch, we ran Claude Fable 5 through three real marketing tasks — constraint-compressed ad copy, a messy campaign diagnosis, and raw short-copy creativity. Two clear wins, one honest tie, and the real outputs to judge for yourself.
- [Claude Fable 5: What Anthropic's New Frontier Model Means for Marketing & GTM Teams](https://soku.ai/blog/claude-fable-5-marketing-gtm): Anthropic launched Claude Fable 5 on June 9, 2026 — its first public Mythos-class model. Here's what the benchmarks, pricing, and 'longer tasks, larger lead' profile mean for marketing, sales, and GTM teams in practice.
- [Claude for Marketing & Sales: The Complete Guide (2026)](https://soku.ai/blog/claude-for-marketing-sales-guide): How marketing and GTM teams actually use Claude in 2026 — the model lineup after Fable 5, the highest-value use cases, connecting Claude to Meta/Google/TikTok via MCP, costs, governance, and where to go deeper.
- [How to Run ChatGPT Ads with Soku: Pixel + CAPI Setup Guide (2026)](https://soku.ai/blog/how-to-run-chatgpt-ads-soku): A step-by-step guide to running ChatGPT Ads with Soku: install the Soku tracking pixel, verify it's firing, wire up server-side conversions (CAPI), and let the AI ads agent manage the channel alongside Meta and Google.
- [How to Connect TikTok Ads to Claude (MCP Guide, 2026)](https://soku.ai/blog/connect-tiktok-ads-to-claude-mcp): A practical 2026 walkthrough for connecting TikTok Ads to Claude via MCP — register a Marketing API app, authorize an advertiser, add a third-party MCP server to Claude Desktop, Claude.ai, or Claude Code, and run your first read-only prompt.
- [TikTok Ads MCP and Agentic Hub: Official Status, Setup Options, and Limits](https://soku.ai/blog/tiktok-ads-mcp-guide): TikTok Ads MCP guide: what TikTok announced for its official Ads MCP Server and Agentic Hub, what you can actually run today, and how it compares with Meta and Google Ads MCPs.
- [Open-Source TikTok Ads MCP Servers (2026)](https://soku.ai/blog/tiktok-ads-mcp-servers-open-source): A working list of the open-source and third-party TikTok Ads MCP servers you can actually run today — what each wraps, read-only vs read-write, maturity, and the account-safety trade-offs of running one on your own token.
- [TikTok Marketing API v1.3 Explained (2026)](https://soku.ai/blog/tiktok-marketing-api-v1-3-explained): A developer-grade explainer of the TikTok Marketing API v1.3 — the base path, OAuth 2.0 auth flow, object hierarchy, core endpoint groups, reporting, the Events API, and rate limits that every TikTok Ads MCP wraps.
- [TikTok vs Meta vs Google Ads MCP: Compared (2026)](https://soku.ai/blog/tiktok-vs-meta-vs-google-ads-mcp): A head-to-head of the meta ads mcp, google ads mcp, and tiktok ads mcp servers along a maturity gradient — what each can actually do today, and an honest verdict on which is furthest ahead in 2026.
- [Best MCP Servers for Google Ads, Ranked (2026)](https://soku.ai/blog/best-mcp-servers-google-ads-ranked): The Google Ads MCP field compared and ranked — official Google server vs GoMarble, Pipeboard, Composio, Flywheel — first by setup time, then re-ranked by a weighted score where the official server's read-only limit changes everything.
- [How to Connect Claude to Google Ads via MCP](https://soku.ai/blog/connect-claude-google-ads-mcp): Connect Claude to Google Ads through the official MCP server — Claude Desktop, Claude.ai, and Claude Code setup — plus Claude-specific GAQL prompt patterns and an honest take on what Claude is good and bad at against a read-only surface.
- [Google Ads MCP: The Complete Guide (2026)](https://soku.ai/blog/google-ads-mcp-guide): The complete guide to Google's official Ads MCP server — the 2 tools and GAQL, the read-only safety model, setup with developer token and OAuth, the connector landscape, how it compares to Meta's read-write MCP, and the agent operating model it implies.
- [Google Ads MCP Setup Guide (2026): Connect Your AI Assistant in 30 Minutes](https://soku.ai/blog/google-ads-mcp-setup-guide): A step-by-step guide to setting up the Google Ads MCP server — prerequisites, OAuth and developer token, registering it with an MCP client, your first GAQL query, the read-only gotcha, and a tiered prompt library.
- [Google Ads MCP vs Meta Ads MCP: Which Is Further Along? (2026)](https://soku.ai/blog/google-ads-mcp-vs-meta-ads-mcp): A head-to-head of the two official ad-platform MCP servers — hosting, tool count, read vs write, auth, and GAQL vs natural tools — with an honest verdict on which is more ready for an AI ad team today.
- [What Google's Official Ads MCP Means for AI Ad Teams](https://soku.ai/blog/google-official-ads-mcp-ai-teams): Google shipped an official, strictly read-only Google Ads MCP server. Here's the strategic read for AI ad teams: what the surface actually is, why 'read-only first' is a deliberate posture, and how it contrasts with Meta's full read+write connector.
- [Meta Ads MCP: The Complete Guide (2026)](https://soku.ai/blog/meta-ads-mcp-guide): The complete guide to the official Meta Ads MCP — what shipped, the 29 tools, MCP vs CLI, setup and scopes, how it compares to community connectors, the honest limits, and the agent operating model that makes it safe to run on spend.
- [Best MCP Servers for Meta Ads, Ranked by Setup Time (2026)](https://soku.ai/blog/best-mcp-servers-meta-ads-ranked): Five MCP servers for Meta Ads compared and ranked by setup time — official vs Pipeboard, Flywheel, Composio, GoMarble — then re-ranked by what actually matters with an opinionated weighted score, plus the verified-vs-unverified split.
- [How to Connect Claude to Meta Ads via the Official MCP](https://soku.ai/blog/connect-claude-meta-ads-mcp): Connect Claude to Meta Ads through the official MCP — custom-connector setup for Claude Desktop and Claude.ai, the Claude Code path, free-tier limits — plus Claude-specific prompt patterns and an honest take on what Claude is good and bad at.
- [Meta Ads MCP Setup Guide (2026): Connect in 5 Minutes](https://soku.ai/blog/meta-ads-mcp-setup-guide): Step-by-step setup for the official Meta Ads MCP and CLI — endpoint, OAuth scopes, the paused-vs-active gotcha, rate-limit math — plus an original, tiered prompt library and a safe 30-day rollout plan.
- [Meta Ads AI Connectors: Official MCP Setup for Ad Teams](https://soku.ai/blog/meta-official-mcp-ai-ad-teams): Meta Ads AI Connectors guide: official mcp.facebook.com/ads MCP setup, CLI, 29 tools, Business OAuth, created-paused safety, and limits for AI ad teams.
- [Marketing Resource Management Software: The 2026 Buyer's Guide (MRM Tools Compared)](https://soku.ai/blog/marketing-resource-management-software): What marketing resource management (MRM) software is, how it compares to DAM and project management, the best MRM tools by team size, and where AI creative production fits in 2026.
- [Snapchat Ad Creatives: How to Build High-Performing Ads with AI in 2026](https://soku.ai/blog/snapchat-ai-ad-creatives): Snapchat creative fails when brands recycle horizontal or Meta assets. Here's how to use AI to produce native vertical, AR-first Snapchat ads at the velocity a fast-scrolling Gen Z audience demands — with formats, hooks, and a concrete workflow.
- [Best Marketing Automation Software in 2026: 8 Platforms Compared (and Where AI Fits)](https://soku.ai/blog/best-marketing-automation-software): An honest, up-to-date guide to the best marketing automation software in 2026 — HubSpot, ActiveCampaign, Klaviyo, Brevo, Customer.io, Marketo, Pardot — with real pricing, who each is for, and how AI is reshaping the category.
- [AI Marketing Cloud (2026): What It Is, the Best Platforms, and Where It Stops](https://soku.ai/blog/ai-marketing-cloud): A buyer's guide to the AI marketing cloud in 2026 — how Salesforce, Adobe, Braze, HubSpot, and Klaviyo compare, why agentic features are now table stakes, and the one job no marketing cloud actually does.
- [Google Ads Editor: The 2026 Bulk-Editing Workflow Guide](https://soku.ai/blog/google-ads-editor): A practical, evergreen guide to Google Ads Editor — what it's still the best tool for, how to run a clean bulk-edit workflow, and where it stops earning its keep in an AI-driven ad stack.
- [Ad Agency Project Management Software: The 2026 Buyer's Guide](https://soku.ai/blog/ad-agency-project-management-software): An honest, agency-specific buyer's guide to project management software. Compare Workamajig, Function Point, Asana, Monday, ClickUp, Wrike, Basecamp, and Notion — with a decision framework based on your billing model.
- [The Best AI Marketing Tools (2026): A Connected-Stack Buyer's Guide](https://soku.ai/blog/ai-marketing-tools): An honest, category-by-category guide to the best AI marketing tools in 2026 — what each does well, where it falls short, and why the real bottleneck is no longer generating output but connecting your stack.
- [AI Marketing Agents in 2026: What They Are, How They Differ From Automation, and What Actually Works](https://soku.ai/blog/marketing-ai-agents): AI marketing agents reason about goals instead of following rules. Here's what separates a real agent from automation, the 2026 adoption data, where agents actually deliver ROI, and how to deploy one without losing control.
- [GPT Image 2 vs Nano Banana 2 for Paid Ad Creative](https://soku.ai/blog/gpt-image-2-vs-nano-banana-2-ad-creative): Side-by-side ad creative tests: typography, brand fidelity, product consistency, aspect ratios, editing, cost, and when each model wins.
- [Agentic AI Tools: What Cursor 3 Reveals About the Future of Ad Automation](https://soku.ai/blog/agentic-ai-tools-cursor-3-ad-automation): Cursor 3 rebuilt its entire IDE around AI agents. The same paradigm shift — from manual tools to agent orchestration — is transforming advertising. Here's what marketers need to learn from the developer world.
- [World Cup 2026 Ad Creative Playbook: How AI Keeps You in the Game](https://soku.ai/blog/world-cup-2026-ai-ad-creative-playbook): World Cup 2026 AI ad creative playbook — 48 teams, 104 matches, $10.5B ad spend, and how AI-powered tools help brands produce, localize, and optimize ad creative at tournament speed.
- [How I Use Claude Code to Run All Marketing for an AI Startup](https://soku.ai/blog/claude-code-solo-founder-marketing): A solo founder shares exactly how Claude Code replaced a 5-person marketing team, building 40+ SEO pages, 12 integration landing pages, and a nightly content pipeline for under $300/month.
- [Building AI Agents with AI Agents: Harness Engineering at nexad](https://soku.ai/blog/building-ai-agents-with-ai-agents-harness-engineering): How a small team building AI marketing agents developed an engineering harness that turns coding agents from liabilities into infrastructure — with data, trade-offs, and unsolved problems.
- [Why AI Ad Automation Tools Get Your Account Banned (And How to Prevent It)](https://soku.ai/blog/ai-ad-automation-account-banned-prevention): AI ad tools are getting Facebook and Google Ads accounts permanently disabled. Learn how rate limit violations, unauthorized writes, and bot-like behavior trigger bans — and what a safer architecture looks like.
- [Beyond the Leak: What Claude Mythos Means for AI-Native Marketing](https://soku.ai/blog/claude-mythos-ai-native-marketing): Anthropic's accidental Claude Mythos leak revealed a step change in AI reasoning. Here's what it means for marketing automation, ad optimization, and why reasoning-first AI agents like Soku are the future.
- [How to Measure AI Ad Creative ROI: Metrics, Frameworks, and Tools That Actually Work](https://soku.ai/blog/how-to-measure-ai-ad-creative-roi): Most marketers use AI to generate ad creatives but can't prove the ROI. Here's the 5-stage measurement framework, real benchmarks, and a calculation template you can use today.
- [Google PMax AI Creatives: How to Feed the Algorithm Better Assets](https://soku.ai/blog/performance-max-creatives-feed-algorithm-better-assets): The complete guide to Performance Max creative strategy in 2026. Asset group structure, AI-generated ads, creative signals, quality benchmarks, and optimization tactics — backed by Google's own data and advertiser results.
- [Video Ad Variant Generation Workflow: Create 100+ AI Ad Variants](https://soku.ai/blog/create-100-ad-variants-ai): A video ad variant generation workflow for creating 100+ Meta, TikTok, and YouTube-ready AI ad variants without random creative sprawl.
- [TikTok Creative Center Benchmarks and Hook Best Practices for 2026](https://soku.ai/blog/ai-creative-guide-tiktok-ads): Use TikTok Creative Center benchmarks, first-3-second hook patterns, Symphony AI, Smart+, and testing frameworks to refresh high-performing TikTok ads in 2026.
- [Meta Advantage vs Human Ad Creative: CPG Performance Benchmarks](https://soku.ai/blog/ai-vs-human-ad-creatives-performance): See where Meta Advantage-style AI creative beats human-made ads, where humans still win, and how CPG/DTC teams should test both fairly.
- [Best AI Video Ad Generators for Facebook & TikTok (2026)](https://soku.ai/blog/best-ai-video-ad-generators): Compare the 10 best AI video ad generators for Facebook, TikTok, and more in 2026 — from UGC avatars to cinematic product videos. Features, pricing, and which tool fits your workflow.
- [GEO vs SEO: How to Get Your Brand Into AI Answers](https://soku.ai/blog/geo-vs-seo): GEO (Generative Engine Optimization) is reshaping how brands earn visibility. Learn how GEO differs from SEO, why it matters, and 7 actionable strategies to get your brand cited in AI-generated answers.
- [Best AI Tools for Facebook & Instagram Ad Creatives for Ecommerce (2026–2027)](https://soku.ai/blog/best-ai-tools-meta-ad-creatives): The 10 best AI tools for Facebook & Instagram ad creatives (2026–2027), ranked for ecommerce — feed-driven creative, AI product photos, video variants, and Meta ad automation.
- [ChatGPT Ads: What They Are, How They Work, and What They Mean for Advertisers](https://soku.ai/blog/chatgpt-ads-everything-you-need-to-know): OpenAI just launched ads inside ChatGPT. Here's everything marketers need to know — from ad formats and pricing to the deeper implications for the advertising industry, and how Soku can help you stay ahead.

## Glossary
- [A/B Testing](https://soku.ai/glossary/ab-testing): A/B testing compares two or more versions of an ad, landing page, or creative element to determine which performs better, using statistical analysis to make data-driven decisions.
- [Ad Attribution](https://soku.ai/glossary/ad-attribution): Ad attribution is the process of identifying which ads, channels, and touchpoints contributed to a conversion, enabling advertisers to understand what's actually driving results.
- [Ad Exchange](https://soku.ai/glossary/ad-exchange): An ad exchange is a digital marketplace where advertisers and publishers buy and sell ad inventory through real-time auctions, serving as the central trading floor of programmatic advertising.
- [Ad Fatigue](https://soku.ai/glossary/ad-fatigue): Ad fatigue occurs when an audience sees the same ad too many times, causing declining engagement, rising costs, and negative brand perception. It's one of the most common performance killers in digital advertising.
- [Ad Hook](https://soku.ai/glossary/ad-hook): An ad hook is the opening element of an advertisement — a visual, statement, or question — designed to capture attention within the first 1–3 seconds and prevent a viewer from skipping.
- [Ad Personalization](https://soku.ai/glossary/ad-personalization): Ad personalization tailors advertising content to individual users based on their behavior, preferences, demographics, and context, delivering more relevant ad experiences that drive higher engagement and conversions.
- [Ad Server](https://soku.ai/glossary/ad-server): An ad server is a technology platform that stores, manages, and delivers digital advertisements to websites and apps, tracking impressions and clicks in real time.
- [Ad Verification](https://soku.ai/glossary/ad-verification): Ad verification is the process of confirming that digital ads are delivered to real human audiences, in brand-safe environments, within the agreed geographic and contextual parameters.
- [AI Ad Optimization](https://soku.ai/glossary/ai-ad-optimization): AI ad optimization uses machine learning to automatically improve ad performance by adjusting bids, targeting, and creative elements in real time.
- [AI Ad Scoring](https://soku.ai/glossary/ai-ad-scoring): AI ad scoring uses machine learning to evaluate and rank ad creative quality, predicted performance, and audience fit before a campaign launches or as it runs.
- [AI Copywriting for Ads](https://soku.ai/glossary/ai-copywriting-for-ads): AI copywriting for ads uses large language models to generate, test, and optimize advertising text — headlines, descriptions, CTAs, and scripts — at scale and speed impossible for human writers alone.
- [AI Creative Generation](https://soku.ai/glossary/ai-creative-generation): AI creative generation uses artificial intelligence to produce ad visuals, copy, and video content automatically, enabling advertisers to scale creative output without proportional increases in cost or time.
- [AI Media Buying](https://soku.ai/glossary/ai-media-buying): AI media buying uses machine learning to automate the planning, purchasing, and optimization of ad placements across channels, replacing manual negotiation and spreadsheet-driven workflows.
- [Audience Segmentation](https://soku.ai/glossary/audience-segmentation): Audience segmentation divides a broad audience into smaller groups based on shared characteristics, enabling advertisers to deliver more relevant and effective ad experiences.
- [Automated Ad Placement](https://soku.ai/glossary/automated-ad-placement): Automated ad placement uses AI to determine where ads appear across websites, apps, and platforms, optimizing placement decisions based on performance data rather than manual selection.
- [Behavioral Targeting](https://soku.ai/glossary/behavioral-targeting): Behavioral targeting delivers ads based on users' past online behaviors — browsing history, search queries, purchase activity, and content engagement — rather than demographics alone.
- [CMP (Creative Management Platform)](https://soku.ai/glossary/cmp): A Creative Management Platform (CMP) is a software solution that centralizes the production, versioning, distribution, and performance tracking of digital advertising creatives at scale.
- [Consent Management](https://soku.ai/glossary/consent-management): Consent management is the process and technology for obtaining, recording, and enforcing user consent for data collection and advertising tracking, ensuring compliance with privacy regulations like GDPR and CCPA.
- [Contextual Targeting](https://soku.ai/glossary/contextual-targeting): Contextual targeting serves ads based on the content of the webpage or app where the ad appears, matching ad relevance to the surrounding editorial context rather than tracking individual users.
- [Conversion Rate Optimization](https://soku.ai/glossary/conversion-rate-optimization): Conversion rate optimization (CRO) is the systematic process of increasing the percentage of website visitors who take a desired action, such as making a purchase or submitting a form.
- [Cookieless Advertising](https://soku.ai/glossary/cookieless-advertising): Cookieless advertising refers to digital advertising strategies and technologies that function without relying on third-party cookies for user tracking, targeting, and measurement.
- [CPA (Cost Per Acquisition)](https://soku.ai/glossary/cpa): CPA measures the average cost to acquire one customer or conversion through advertising. It's a key metric for evaluating campaign efficiency and setting bidding strategies.
- [CPC (Cost Per Click)](https://soku.ai/glossary/cpc): CPC measures how much an advertiser pays for each click on an ad, making it the dominant pricing model for search and direct-response campaigns.
- [CPM (Cost Per Mille)](https://soku.ai/glossary/cpm): CPM measures the cost of 1,000 ad impressions, making it the standard pricing model for brand awareness and reach-focused campaigns.
- [Creative Rotation](https://soku.ai/glossary/creative-rotation): Creative rotation is the practice of systematically cycling through multiple ad creative variations to maintain audience engagement, prevent ad fatigue, and sustain campaign performance over time.
- [Creative Testing](https://soku.ai/glossary/creative-testing): Creative testing is the structured process of running controlled experiments on ad creative elements — copy, imagery, format, and hooks — to identify which combinations drive the best performance outcomes.
- [Cross-Device Targeting](https://soku.ai/glossary/cross-device-targeting): Cross-device targeting identifies and reaches the same user across their desktop, mobile, and tablet devices, enabling unified audience profiles and consistent campaign sequencing.
- [CTR (Click-Through Rate)](https://soku.ai/glossary/ctr): CTR measures the percentage of people who click an ad after seeing it. It's a fundamental metric for evaluating ad relevance and creative effectiveness.
- [Custom Audiences](https://soku.ai/glossary/custom-audiences): Custom audiences let advertisers upload their own customer data — emails, phone numbers, or device IDs — to match against platform users and serve ads directly to known contacts.
- [Data Clean Rooms](https://soku.ai/glossary/data-clean-rooms): Data clean rooms are secure, privacy-preserving environments where two parties can analyze overlapping data sets without either party exposing their raw underlying data.
- [Demand-Side Platform (DSP)](https://soku.ai/glossary/dsp): A demand-side platform is software that allows advertisers to buy digital ad inventory across multiple ad exchanges and publishers through a single interface, using automated bidding and targeting.
- [Differential Privacy](https://soku.ai/glossary/differential-privacy): Differential privacy is a mathematical framework that adds calibrated noise to data outputs, ensuring that the inclusion or exclusion of any individual record cannot be detected from published results.
- [Dynamic Creative Optimization (DCO)](https://soku.ai/glossary/dynamic-creative-optimization): Dynamic creative optimization automatically assembles and tests ad creative elements — headlines, images, CTAs — in real time to find the best-performing combination for each audience segment.
- [First-Party Data](https://soku.ai/glossary/first-party-data): First-party data is information collected directly from your customers and website visitors — purchase history, behavior data, CRM records — and is the most valuable and privacy-compliant data source for advertising.
- [Frequency Capping](https://soku.ai/glossary/frequency-capping): Frequency capping limits how many times a single user sees a specific ad within a defined time window, preventing overexposure and protecting both user experience and ad budget.
- [GDPR for Advertisers](https://soku.ai/glossary/gdpr-for-advertisers): GDPR for advertisers covers the obligations, consent requirements, and data handling rules that companies must follow when running targeted advertising campaigns in the EU.
- [Generative AI in Advertising](https://soku.ai/glossary/generative-ai-in-advertising): Generative AI in advertising uses large language and image models to automatically produce ad copy, visuals, and video at scale, dramatically reducing production time and cost.
- [Geotargeting](https://soku.ai/glossary/geotargeting): Geotargeting delivers ads to users based on their geographic location, from broad country-level reach down to hyperlocal radius targeting around a specific address.
- [Google Performance Max](https://soku.ai/glossary/google-performance-max): Google Performance Max is a goal-based campaign type that uses AI to serve ads across all Google channels — Search, Display, YouTube, Gmail, Maps, and Discover — from a single campaign.
- [Impression Share](https://soku.ai/glossary/impression-share): Impression share measures the percentage of eligible impressions your ads actually received, revealing how much auction opportunity you are capturing or missing.
- [Incrementality Testing](https://soku.ai/glossary/incrementality-testing): Incrementality testing measures the true causal lift of advertising by comparing exposed and unexposed groups to isolate which conversions actually required the ad.
- [Intent-Based Targeting](https://soku.ai/glossary/intent-based-targeting): Intent-based targeting identifies and reaches users who are actively researching or considering a purchase, using search behavior, content consumption, and engagement signals.
- [Lookalike Audiences](https://soku.ai/glossary/lookalike-audiences): Lookalike audiences are ad targeting segments that find new users who share characteristics with an advertiser's existing customers, expanding reach to high-potential prospects.
- [LTV (Lifetime Value)](https://soku.ai/glossary/ltv): LTV predicts the total revenue a customer will generate over their entire relationship with a business, informing how much to spend on acquisition.
- [Machine Learning for Ads](https://soku.ai/glossary/machine-learning-for-ads): Machine learning for ads applies statistical models trained on campaign data to automate bidding, targeting, and creative decisions that would otherwise require constant human analysis.
- [Meta Advantage+](https://soku.ai/glossary/meta-advantage-plus): Meta Advantage+ is Meta's suite of AI-powered campaign automation tools that optimize targeting, creative delivery, and budget allocation across Facebook and Instagram.
- [Multimodal AI Ads](https://soku.ai/glossary/multimodal-ai-ads): Multimodal AI ads use models that process and generate combinations of text, images, audio, and video to create richer, more personalized advertising experiences across formats.
- [Predictive Audience Targeting](https://soku.ai/glossary/predictive-audience-targeting): Predictive audience targeting uses machine learning to identify users most likely to convert, based on behavioral patterns and historical data, before they show explicit purchase intent.
- [Privacy-First Advertising](https://soku.ai/glossary/privacy-first-advertising): Privacy-first advertising designs ad targeting, measurement, and personalization around user privacy as a core principle, not an afterthought — using consent-based data, contextual signals, and privacy-preserving technologies.
- [Programmatic Advertising](https://soku.ai/glossary/programmatic-advertising): Programmatic advertising is the automated buying and selling of digital ad space using AI and real-time bidding, replacing manual negotiations and insertion orders.
- [Real-Time Bidding (RTB)](https://soku.ai/glossary/real-time-bidding): Real-time bidding is an automated auction process where ad impressions are bought and sold individually in milliseconds, allowing advertisers to bid on each impression based on its specific value.
- [Responsive Display Ads](https://soku.ai/glossary/responsive-display-ads): Responsive display ads automatically combine uploaded creative assets — headlines, descriptions, images, and logos — into optimized ad combinations that fit any placement across the display network.
- [Retargeting](https://soku.ai/glossary/retargeting): Retargeting serves ads to users who have previously interacted with a brand's website, app, or content, re-engaging them during the consideration phase to drive conversion.
- [ROAS (Return on Ad Spend)](https://soku.ai/glossary/roas): ROAS measures the revenue generated for every dollar spent on advertising. It's the most important metric for evaluating ad campaign profitability.
- [Server-Side Tracking](https://soku.ai/glossary/server-side-tracking): Server-side tracking sends conversion and event data from a web server directly to ad platforms, bypassing browser-based restrictions that block or alter client-side tracking pixels.
- [Smart Bidding](https://soku.ai/glossary/smart-bidding): Smart bidding uses machine learning to automatically set ad bids in real time, optimizing for specific conversion goals like ROAS, CPA, or conversion volume.
- [Supply-Side Platform (SSP)](https://soku.ai/glossary/ssp): A supply-side platform is technology that helps publishers sell their digital ad inventory programmatically, connecting them to multiple ad exchanges and DSPs to maximize revenue.
- [UGC Ads (User-Generated Content Ads)](https://soku.ai/glossary/ugc-ads): UGC ads use authentic content created by real customers — reviews, testimonials, unboxings, and social posts — as paid advertising creative to build trust and drive conversions.
- [Video Ad Formats](https://soku.ai/glossary/video-ad-formats): Video ad formats are the structural templates — in-stream, out-stream, short-form, connected TV, and more — that define how video advertising is delivered across digital platforms.
- [View-Through Conversion](https://soku.ai/glossary/view-through-conversion): A view-through conversion occurs when a user sees but does not click an ad, then converts later — capturing the indirect influence of display and video advertising.
- [Zero-Party Data](https://soku.ai/glossary/zero-party-data): Zero-party data is information that customers intentionally and proactively share with a brand, such as preferences, intentions, and personal context, offered in exchange for a more relevant experience.