Soku AIBlog
Insights, tutorials, and updates from the Soku AI team.
Agentic AI Tools: What Cursor 3 Reveals About the Future of 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.
10 min read · April 3, 2026
World Cup 2026 Ad Creative Playbook: AI Templates, Localization & Speed
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.
14 min read · April 1, 2026
How I Use Claude Code to Run All Marketing for an AI Startup
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.
12 min read · March 31, 2026
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
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