AI audits 500 listings while you sleep. You tap Approve once over coffee

The problem

A store of several hundred listings drifts: a wrong size here, a missing item specific there, a listing the marketplace now wants an FCC ID on. Nobody audits by hand.

The workflow

1. At night the agent reads every live listing through the official API. Read-only.
2. It checks each against the store's own rules: title words, size format, item specifics, category, photo count and order, compliance flags such as FCC ID for radio devices.
3. Proposed fixes go into one batch with the exact before and after per change and a link to the live listing.
4. In the morning the seller opens the batch on a phone, taps No on anything they disagree with, and Approve once.
5. The approved batch goes to a separate process that re-reads each listing before changing it and reads it back afterwards. Declined changes are remembered.

The rule that makes it safe

The agents that read and propose never write. The write step only runs on an approved batch, one change at a time, with a fresh read first.