TikTok ads attribution gets harder to trust this Q4 because the exact campaign type TikTok now requires for holiday visibility is also the one most prone to overstating its own results
Every ecommerce brand and agency walks into Q4 with the same question: what’s our Black Friday Cyber Monday strategy this year. In 2026, that question has a new wrinkle.
10 attribution reports worth a CMO’s weekly review, from the platform-vs-first-party gap to tracking health, and why cadence matters.
MER isn’t a universal 3-5x target. A CEO-level guide to break-even MER, the MER stack, and where the number can mislead.
ROAS drops when you scale partly because platform reporting gets less reliable. A 4-guardrail framework to scale profitably.
How to set up server-side tracking, Meta CAPI, Google sGTM, and TikTok Events API, plus the deduplication rule all three share.
10 governance questions CMOs should ask before trusting AI to optimize Meta ad spend, from audit trails to who owns the data.
Context engineering is the defining AI skill of 2026, but almost none of it covers Meta ad data. How to feed AI tools signal they can trust.
Meta ad optimization changed fast in 2026: Advantage+, Meta AI, MCP servers. What’s changed and what actually drives results.
7 incrementality testing mistakes that wreck BFCM media plans, from seasonal contamination to treating one test as permanent.
