Blog
Insights, tutorials, and updates from the Soku AI team.
Building AI Agents with AI Agents: Harness Engineering at nexad
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.
18 min read · March 28, 2026
Why AI Ad Automation Tools Get Your Account Banned (And How to Prevent It)
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.
12 min read · March 27, 2026
Beyond the Leak: What Claude Mythos Means for 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.
10 min read · March 27, 2026
How to Measure AI Ad Creative ROI: Metrics, Frameworks, and Tools That Actually Work
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.
14 min read · March 26, 2026
Google PMax AI Creatives: How to Feed the 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.
13 min read · March 23, 2026
How to Create 100s of Ad Variations Fast with AI (Video + Static)
Learn the modular framework and AI ad generator workflow to produce hundreds of ad creative variations quickly — including video ad variant generation — in under an hour, with real data on what works.
10 min read · March 20, 2026
AI Creative Guide for TikTok Ads: What Works in 2026
The complete guide to TikTok ad creative in 2026. Hook strategies, winning formats, Symphony AI tools, Smart+ automation, creative fatigue management, and benchmarks — backed by data.
14 min read · March 19, 2026
AI vs Human Ad Creatives: Performance Data from 10,000 Campaigns
We analyzed performance data from 10,000 ad campaigns to compare AI-generated and human-made creatives. Here's what the numbers actually say about click-through rates, conversion, cost efficiency, and when each approach wins.
14 min read · March 18, 2026
Best AI Video Ad Generators for Facebook & TikTok (2026)
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.
12 min read · March 16, 2026
GEO vs SEO: How to Get Your Brand Into AI Answers
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.
12 min read · March 13, 2026
10 Best AI Tools for Ecommerce Facebook & Instagram Ad Creatives (2026)
The 10 best AI tools for Facebook & Instagram ad creatives, built for ecommerce — generation, analytics, and automation compared, with the right fit for your team and budget.
12 min read · March 12, 2026
ChatGPT Ads: What They Are, How They Work, and What They Mean for Advertisers
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.
10 min read · March 2, 2026