How Shopify brands should actually use AI-generated ad creative in 2026 — disclosure requirements, fatigue patterns, and the workflow that beats fully manual production.
What 3-second view rates actually look like across 15 ecommerce verticals on Meta and TikTok, and the hook structures that consistently exceed benchmark.
When static images outperform video on Meta and TikTok in 2026, with real ROAS comparisons across categories and the production cost math that actually matters.
How many TikTok ad creatives you need per week to scale spend, and the production model that ships them without burning out your team or budget.