Soku AIBlog
Insights, tutorials, and updates from the Soku AI team.
Best Ad Testing Tools in 2026
Ad testing tools do four different jobs and every ranked list mixes them up. The four categories, 12 tools with real pricing, and the sample-size math that invalidates most creative tests.
15 min read · July 28, 2026
TikTok Ads Library: How to Search, Filter and Reverse-Engineer Winning Ads
TikTok has three tools people call the ads library and only one is an archive — and it excludes the US. What each exposes, the retention trap, and the workflow that works.
14 min read · July 28, 2026
Facebook & Instagram Ad Sizes and Safe Zones (2026 Guide)
A practical, source-verified reference for every Facebook and Instagram ad size, aspect ratio, file-size cap and safe-zone margin in 2026 — checked against Meta's own live Ads Guide, with a copy-paste dimensions sheet.
11 min read · July 24, 2026
Gemini Omni Flash for Ad Creative (2026): The Complete Guide
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.
21 min read · July 9, 2026
Omni Flash vs Veo 3.1 Fast vs Veo 3.1 Lite for Ad Creative (2026)
Omni Flash vs Veo 3.1: which is better for ads? We scored Gemini Omni Flash against Veo 3.1 Fast and Veo 3.1 Lite — plus Seedance 2.0 and Sora 2 — on cost per clip, 9:16 ratios, editing speed and variant economics. The difference between Omni Flash and Veo 3.1, with the honest verdict on which to use when.
11 min read · July 9, 2026
Seedream 5.0 Pro vs GPT Image 2 (and Nano Banana 2) for Ad Creative
Seedream 5.0 Pro vs GPT Image 2, head to head on paid ad creative — typography, product fidelity, dense layouts, editing and cost — with Nano Banana 2 scored on the same tests, and a routing rule for which model gets which brief.
18 min read · July 9, 2026
YouTube Shorts vs TikTok: How the AI Features Compare for Creators (2026)
Compare how AI features enhance YouTube Shorts versus TikTok for creators and ad teams — generation, editing, captions, and reach tools side by side, plus Instagram Reels, the MRC brand-safety accreditation context, and the measurement that makes Shorts budget defensible.
36 min read · June 24, 2026
AI Ad Creative for Snapchat Games: Formats and Hooks
Snapchat creative fails when brands recycle horizontal or Meta assets. How to use AI to produce native vertical, AR-first Snapchat ads at the velocity a Gen Z audience demands — formats, hooks, a concrete workflow, and a dedicated section on AI ad creative for mobile games, including why Snapchat has no playable format.
13 min read · June 3, 2026
GPT Image 2 vs Nano Banana 2 for Paid Ad Creative
Side-by-side ad creative tests: typography, brand fidelity, product consistency, aspect ratios, editing, cost, and when each model wins.
11 min read · April 24, 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
Video Ad Variant Generation Workflow: Create 100+ AI Ad Variants
A video ad variant generation workflow for creating 100+ Meta, TikTok, and YouTube-ready AI ad variants without random creative sprawl.
10 min read · March 20, 2026