# Product Validation Gates

Draft for review by qualified legal counsel. Not final legal advice.

Do not mark GGSight ready for public paid release until OCR precision meets target, OCR recall meets target, false notifications are rare, incorrect identity associations are rare, performance impact is low, privacy preview works, scan pause and emergency stop work, provider keys are backend-only, signed installer works, secure updates work, account deletion works, legal documents have been reviewed, publisher and provider outreach has been documented, closed beta has completed, support processes exist, incident-response processes exist, and the Free-to-Pro trial flow has been tested with real users.

Pause or pivot if OCR cannot reliably read usernames during real gameplay, users receive frequent incorrect profile matches, users do not receive enough meaningful detections, CPU impact harms gameplay, publishers prohibit the product, providers do not permit integration, users perceive screen capture as unsafe, users do not return after the first week, users are unwilling to pay, or the only valued use is opponent avoidance or stream sniping.

## Beta Metrics That Matter

Track:

- Percentage completing setup.
- Percentage receiving a correct result.
- Time to first successful identification.
- Seven-day retention.
- Trial-to-paid conversion.
- Incorrect-profile rate.
- Average lookups per user.
- API cost per active user.
- Monthly cancellation rate.
- Most common cancellation reason.

Most important metric:

What percentage of users receive at least one meaningful identification each week?

