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Product Intelligence App Release Risk Audit

See what changed in user feedback after every app release.

Combine App Store and Google Play reviews with your release timeline. Find emerging issues, group repeated feedback, and turn evidence into engineering priorities.

Founder Pilot — US$199 per releaseCurrently offered as a managed Founder Pilot service.
48-hour deliveryUp to 2,000 reviewsAt least 5 evidence-backed issues
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App feedback processing flow
REVIEW → RELEASE → ACTIONHUMAN REVIEWED
  1. 01
    App Reviews + Release DateApp Store, Google Play, and the release timeline
  2. 02
    Before / After Comparison14 days before vs. 7 days after
  3. 03
    Repeated Issue ClustersRelated feedback grouped into one signal
  4. 04
    P1 · P2 · P3 · MonitorHuman-reviewed priority for each issue
  5. 05
    Engineering ActionsEvidence, validation steps, and acceptance criteria

FIND WHAT CHANGED

Not another review summary. A release-level signal.

We compare 14 days before with 7 days after the release, then show which user-reported problems deserve attention.

BEFORE14 days beforeRELEASEAFTER7 days after
+

New

Appeared after this release

↑

Increasing

Reported more frequently

→

Persistent

Still affecting users

↓

Decreasing

Reported less frequently

Interactive sample · Synthetic data

See a review pattern become an engineering priority.

Choose a sample issue to see how scattered reviews become one traceable engineering priority.

USER REVIEWS

“My paid plan disappeared after v2.4.”

“Restore purchase keeps failing.”

“Content is locked even though I already paid.”

group recurring feedback→
ISSUE CLUSTER
P1Paid access failures

6 matching reviews · ↑ after release

human-reviewed priority→
ENGINEERING ACTIONValidate entitlement restoration, paid-session state, and content loading.

This is not a confirmed root cause.

FOUNDER PILOT

Founder Release Audit

US$199

Fixed scope. Human-reviewed. Delivered within 48 hours.

Request a Sample →
  • 1 App · 1 Release
  • Up to 2,000 reviews
  • Before / after comparison
  • P1 / P2 / P3 / Monitor
  • At least 5 evidence-backed engineering issues
  • Human-reviewed delivery
  • 48-hour delivery
  • 1 revision
DELIVERABLESExecutive Summary.htmlEngineering Issues.mdReview Analysis.csvEngineering Issues.csv

Managed service. No dashboard, SaaS account, or confirmed root-cause claim.

REQUEST A SAMPLE

Which release do you want to understand?

Send your app and recent version. We’ll follow up by work email.