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Search our collection of articles about creative testing, ad optimization, and performance marketing.
Platform ROAS, blended MER, and new-customer nMER answer different questions — and using the wrong one in the wrong meeting misallocates budget. See the three-layer stack and when to report each.
Most Meta creative tests declare false winners. This playbook covers hypothesis design, Meta Experiments setup, sample-size math, and the three-metric read that separates signal from noise.
ThruPlay is a Meta-specific term, but the underlying mechanic — counting a view at a specific threshold — exists differently on TikTok, YouTube, and CTV. Here's how the metrics actually compare and where cross-platform benchmarks break down.
ThruPlay benchmarks shift by video length, placement, and audience temperature — most operators cite the wrong number. See the full 2026 segmented data.
Step-by-step formulas for the three core video-engagement metrics — Video Completion Rate, ThruPlay Rate, and View-Through Rate — with worked examples and the platform-specific quirks that trip up cross-platform comparisons.
As Meta automates audience, placement, budget, and creative optimization, the hunt for a single winning ad is a weaker scientific unit. The better question is which creative features—hooks, proof, messengers, contexts—compound signal across delivery environments.
We built these tools for ourselves because we were tired of firing up Figma for every simple mockup. Figured other marketers might find them useful too.
Most marketing 'wins' are statistical noise. Learn the 4-question test, sample-size math, and confidence intervals that separate real signal from chance.
Learn how to transform raw advertising metrics into actionable creative insights through data storytelling and interpretation. Master the art of deriving meaningful narratives from campaign data.
Master the art of targeted ad creative with proven strategies for crafting personalized, high-converting ads across different audience segments, funnel stages, and demographics.
Spot Meta ad fatigue 7-14 days earlier with frequency, CTR-decay, and CPM-creep signals. Detection playbook, fix tactics, and refresh cadence inside.
