Turn 1,000 App Reviews Into a Prioritized Fix List
KnowVault reads your app store reviews and ships a developer-grade report — theme clusters, sentiment shifts, version-over-version regression alerts, and a Top 10 fix list ranked by user impact. No account linking. No scraping.
Zero account authorization. Your CSV stays yours. ~20 seconds per report.
Sample report screenshot coming soon
Theme clusters · sentiment distribution · version regression alerts · Top 10 fix list
From Raw Reviews to a Fix List
Export From Play Console or App Store Connect
Download your reviews CSV straight from Google Play Console (Download reports → Reviews) or App Store Connect. Upload it — no store account access, no authorization, no scraping.
Theme Clusters & Sentiment, Dev-Grade
AI clusters thousands of comments into themes, tracks sentiment per theme, and flags crash / payment / feature / UX issues by severity across every version.
Version-over-Version Regression Alerts
Releasing an update? We compare sentiment and issue rates before and after each release, so a new regression never catches you off guard again.
Top 10 Fix List, Ranked by Impact
A prioritized list of what to fix first — each item cites real user reviews as evidence and suggests a concrete next action. Not a dashboard: a to-do list.
Simple Pricing
One deep report, pay once. Theme clusters, version regression alerts, and a Top 10 fix list for a single upload. No subscription.
Buy a Single ReportPayments securely handled by Paddle (Merchant of Record). Taxes included.
Continuous monitoring across releases: analyze every new version, track regressions over time, and keep your fix list current. Cancel anytime.
Go MonthlyPayments securely handled by Paddle (Merchant of Record). Taxes included.
FAQ
Where does the review data come from?
From you. Export your reviews as CSV from Google Play Console (Download reports → Reviews) or App Store Connect, then upload the file. We never connect to your store accounts.
Do you connect to my Google Play or App Store account?
No. Zero authorization, zero API access, zero scraping. Your credentials never touch our servers — the CSV you upload is the only input.
How much does it cost?
Two tracks: a one-time deep report for $19 (pay once, no subscription), or a monthly plan at $19/mo for continuous monitoring across releases. Both are processed by Paddle, our Merchant of Record.
How is this different from Appbot or AppFollow?
They are monitoring dashboards priced $49-479/mo for teams that reply to reviews. KnowVault is built for shipping fixes: attribution by version, severity-weighted prioritization, and a concrete fix list with cited evidence — at roughly half the entry price.