Snapshot workflow
Authoring
Review screenshots, candidates, and AI suggestions before publishing mutations.
Review screenshots, candidates, and AI suggestions before publishing mutations.
Compare control vs treatment by segment, CPA, ROAS, and recovered budget.
Scrape, analyze, generate, compile, and publish manifests through BullMQ jobs.
Resolve visitor context, holdout, consent, and manifest selection in one KV read.