How to Audit Meta Ad Learning Limited Before Rewriting Creative

A campaign hit learning limited, and the first request was to make new creative. I did not start there. The ads were not terrible; the ad set was split into too many small audiences with a modest budget. Each ad set had too few conversion events, so the algorithm never got enough signal to stabilize. I pulled spend, purchases, cost per result, frequency, audience overlap, and event match quality…

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