Blog
Insights, tutorials, and updates from the Soku AI team.
Snapchat Ad Creatives: How to Build High-Performing Ads with AI in 2026
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.
13 min read · June 3, 2026
GPT Image 2 vs Nano Banana 2: Which AI Model Wins for Ad Creative?
A head-to-head breakdown of OpenAI's GPT Image 2 and Google's Nano Banana 2 for performance ad creative — typography, brand fidelity, character consistency, editing, aspect ratios, cost, and the hybrid workflow that actually ships 100+ variants.
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
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
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