Friction Killer
Turn 1-star reviews into fixes
Only for iPhone
Free · In‑App Purchases · Designed for iPhone. Not verified for macOS.
iPhone
New: import recent App Store reviews directly into FrictionKiller, then turn bigger review batches into ranked themes and fix-ready insights.
Find the friction in your reviews.
FrictionKiller reads your low-star app reviews the way a good PM would: it clusters the complaints into themes, ranks them by how much friction they cause, and shows you the exact quotes behind each one. Paste one to a few reviews — one per paragraph — and get a ranked, severity-scored breakdown in seconds.
Two layers, one clear line between them:
• Structural analysis — free, unlimited, on-device. Splitting, clustering, severity, and friction scores all run entirely on your iPhone. No account, no servers, works offline. Nothing is uploaded.
• Smart analysis — optional, credit-gated. When you want more, a smart run adds a plain-language explanation of why a theme is driving users away and a written fix you can drop straight into a ticket. Smart runs send only distilled themes and a few quotes — processed once, stored never — and the result comes back to your device.
Private by architecture. Your reviews live only in this app. Structural analysis never leaves the device. Smart runs are transient by design, and you can delete everything — account and local data — with a tap in Settings.
How credits work:
• Every account gets 3 free smart credits to try it.
• Pro ($6.99/month) refills 25 credits every month.
• Top-up packs (10, 30, 100) never expire and are used only after your monthly allotment runs out.
• A credit is spent only when a smart run succeeds. If anything fails, you keep it.
Structural analysis stays free and unlimited, always.
Built for developers, PMs, and founders who want to turn a wall of one-star reviews into a ranked, fixable to-do list.
Terms of Use: https://iamantonio.github.io/frictionkiller-site/terms
Privacy Policy: https://iamantonio.github.io/frictionkiller-site/privacy
Ratings & Reviews
- This app hasn’t received enough ratings or reviews to display an overview.
New in 2.01:
• Import recent App Store reviews directly into the analyzer.
• Better formatting for imported review batches and larger pasted review sets.
• Reliability fixes for sign-in, credits, and purchase verification.
The developer, Antonio Vargas, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Linked to You
The following data may be collected and linked to your identity:
- Purchases
- Contact Info
- Identifiers
- Usage Data
Data Not Linked to You
The following data may be collected but it is not linked to your identity:
- User Content
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- Antonio Vargas
- Size
- 3.7 MB
- Category
- Developer Tools
- Compatibility
Requires iOS 17.0 or later.
- iPhone
Requires iOS 17.0 or later. - Mac
Requires macOS 14.0 or later and a Mac with Apple M1 chip or later. - Apple Vision
Requires visionOS 1.0 or later.
- iPhone
- Languages
- English
- Age Rating
4+
- 4+
- In-App Purchases
Yes
- 100 Smart Credits $34.99
- 30 Smart Credits $11.99
- 10 Smart Credits $4.99
- Pro Monthly $6.99
- Copyright
- © 2026 Antonio Vargas
