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Weekly refresh, agent-driven

  1. list_batches to see what exists.
  2. generate_batch with a small count (5 to 10) to keep runs short.
  3. get_batch and inspect copyVariants for each ad.
  4. upload_to_meta, then activate the winners in Ads Manager.

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Localized test

With the Global plan, pass market (for example DE or JP). Ads are regenerated natively in that language with market conventions, not translated overlays. EU markets are uploaded with the required DSA advertiser fields.

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Reading results per concept

Every ad carries its concept: the hook family, visual style, the reference brand it was modeled on, and how long that reference has been running. Ad names in Meta keep the concept slug, so performance rolls up per concept.