#meta-ads
2 posts tagged with meta-ads.
-
Do AI-generated ads work? What the tests show, beyond the TikTok systems
Where AI-made ads match human ones and where they fall short, what the AI ad systems sold on TikTok actually do, how many genuinely different ads Meta and TikTok want, the tools and their costs, how many ads your budget can really test, and the labelling rules.
-
Meta Conversions API vs Pixel in 2026, and should you opt out of the November 12 change?
Pixel, Conversions API and Meta's new on-device measurement side by side. The CAPI setup options with prices (one-click, Shopify, WooCommerce, CAPI Gateway, Stape and paid apps), Event Match Quality and deduplication checks in Events Manager, the consent limits, what practitioners plan for November 12, and how to run a lift test before you trust a higher ROAS.