A guide for the moments that need judgment
Advantage+ Shopping → Sales rebrand, Leads campaign added, Opportunity Score expanded. The line between manual and automated is gone.
Comparison of four main AI image and video tools. Real-world use for ad creative production. Recommended stack by cost, quality, and policy compliance.
Meta overhauled its UI and terminology after 2024. Advantage+ Shopping became Sales, CBO became Advantage+ Campaign Budget, and more. A complete guide to avoid confusion.
Chrome's shifting third-party cookie plan and Privacy Sandbox. How Meta ad tracking is affected, and what to prepare now.
Meta built two 24K-GPU clusters in 2024. The hardware underneath Andromeda, GEM, and the Advantage+ AI features. Why it matters to advertisers.
Timeout errors down 66%, p99 latency halved. Meta Engineering's ad-inference improvements. Why your impressions look uneven at odd hours.
Andromeda, Sequence Learning, Privacy Aware Infra, Campaign Optimization, AI creative policy. The key changes advertisers had to deal with in 2024.
Using general AI like ChatGPT and Claude to generate Meta ad copy. CTR and CPA versus human copywriters. Where AI fits and where it doesn't.
Meta's ads recommendations shifted from "thousands of features" to "user event sequences." 2–4% conversion lift for specific segments. Event quality matters even more.
Global privacy regulation updates for 2024-2025. EU Data Privacy Framework, California CCPA strengthening, Korea PIPA amendments. What Meta advertisers should know.