Where generic AI usually falls short
No direct evidence
It cannot see your Merchant Center diagnostics, feed, screenshots, product variants, or checkout unless you provide them clearly.
No priority order
Most advice becomes a giant checklist. Useful Patch ranks what likely matters first.
Risky confidence
Generic AI may rewrite claims or suggest identifiers without proof. That can make policy issues worse.
What Useful Patch adds
Agent-backed workflow
- structured intake
- public page and feed checks where supplied
- triage classification
- missing evidence list
- do-not-do rules
Commercial next step
The audit decides whether the case fits done-for-you rescue, monitoring, or whether the customer should gather more evidence before paying for more work.