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Last-click ROAS is inflated. Incrementality testing measures what your ads actually caused. Ghost ads, geo-holdout, synthetic control — with sample sizes, benchmarks, and the Adlibrary longevity signal.
Most teams still run SKAN 2 schemas. Apple shipped SKAN 4 with 3 postback windows and hierarchical source IDs. Here's how to configure it correctly in 2026.
ATT opt-in rates settled at ~25%. Meta rebuilt its measurement stack. MMM came back. Five years after iOS 14, here is what the data actually shows.
Meta Reels ad guide — 9:16 specs, five native creative archetypes ranked by hook rate, budget mechanics, and the Adlibrary research workflow for mining winning patterns.
Most teams still run SKAN 2 schemas. Apple shipped SKAN 4 with 3 postback windows and hierarchical source IDs. Here's how to configure it correctly in 2026.
Prospecting drives 80% of growth. The 2026 audience types, CPA benchmarks vs retargeting, and how to mine competitor ads for cold-traffic hooks.
Most teams still run SKAN 2 schemas. Apple shipped SKAN 4 with 3 postback windows and hierarchical source IDs. Here's how to configure it correctly in 2026.
Most teams still run SKAN 2 schemas. Apple shipped SKAN 4 with 3 postback windows and hierarchical source IDs. Here's how to configure it correctly in 2026.
Cold audience is where creative validation actually happens. Learn the 6 hook archetypes, 2026 benchmarks by vertical, and how Adlibrary builds your cold-creative intelligence engine.
Post-iOS retargeting is a CAPI and first-party data game. Audience recency windows, platform mechanics compared, competitor analysis via Adlibrary, and the prospecting-first argument.
Your CVR is a story your funnel tells about itself. Benchmarks by industry, ranked CVR-killers, and a competitor diagnosis workflow — all in one guide.
Your headline is a hypothesis. The four frameworks worth knowing, platform character limits, and how to mine competitor ad libraries for headlines that convert.
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Carousel ads as mini funnels — per-platform specs, card-by-card script, and the Adlibrary workflow that reverse-engineers competitor card sequences.
Dynamic creative optimization on Meta, Google, and TikTok: asset slot caps, when DCO beats hand-built variants, and how to seed the asset pool with competitor signal.
Video ads in 2026: 3-second hook obsession, platform specs by placement, native > polished, and the adlibrary workflow to decode winning patterns.
