Soku AIBlog
Insights, tutorials, and updates from the Soku AI team.
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
TikTok Creative Center Benchmarks and Hook Best Practices for 2026
Use TikTok Creative Center benchmarks, first-3-second hook patterns, Symphony AI, Smart+, and testing frameworks to refresh high-performing TikTok ads in 2026.
14 min read · March 19, 2026
Meta Advantage vs Human Ad Creative: CPG Performance Benchmarks
See where Meta Advantage-style AI creative beats human-made ads, where humans still win, and how CPG/DTC teams should test both fairly.
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
Best AI Tools for Facebook & Instagram Ad Creatives (2026–2027): Tested & Ranked for Ecommerce
10 AI tools for Facebook & Instagram ad creatives, ranked for ecommerce: real pricing, what each one actually ships, and where each one breaks.
12 min read · March 12, 2026