Bulk AI personalization

Steps

1. On the campaign's AI tab, use Generate for all leads.
2. Watch the tiles: Leads, Ready, Queued, Failed, with a progress bar.
3. Use Continue now to push the queue along, Cancel queue to stop, Retry failed to re-run only the failures, and Regenerate all to start over.

How it runs

Generation is processed in bounded batches in the background, so a large audience does not block the app and an interruption does not lose completed work.

Important notes

• Every generated snippet costs you money at your AI provider. Test on a handful of leads before running thousands.
• Failed leads are not a blocker: they fall back to whatever you chose on the Setup step.

Common problems

• Large failed count — usually a provider-side problem: no credit, a rate limit, or a revoked key. Fix it at the provider and use Retry failed.