A guide for the moments that need judgment
Instagram rolls out a new ranking framework to cut notification spam. Reach for notification-driven ads and re-engagement campaigns is shifting.
Connect Make, n8n, or Zapier to the Meta Ads API for reports, alerts, and auto-optimization. A no-code starting point for real workflows.
Meta built purpose-limitation enforcement into its batch processing systems. Officially disclosed — how audience and analytics data are isolated inside Meta.
Meta ads landscape from Jan to Jun. Advantage+ ecosystem expansion, AI roadmap, privacy infrastructure, 1000 Models, creative innovation.
Meta's built-in Advantage+ Creative versus external AI (Midjourney, ChatGPT, Runway). Each tool's strengths and how to combine them.
After Meta made Advantage+ the de facto default in 2025, what's the role left for manual campaigns? When to keep running them.
TikTok Shop is expanding across the US, Southeast Asia, and Europe. Time to revisit TikTok's share of your ecommerce budget. Parallel or replacement to Meta?
Meta's policy direction on AI-generated content. Disclosure requirements, deepfake blocking, brand safety. What you must follow when running AI creatives.
How the Explore recommendation system works, straight from Meta. Two-Tower model and multi-stage ranking. Background knowledge for Instagram advertisers who want to make the Explore placement work.
Instagram's algorithm is 1000+ ML models, each with its own purpose and characteristics. Why "per-campaign optimization" no longer means what it used to.