Hear the problem.Fix it faster.
ShopClatter turns mystery noises into clear, mechanic-backed diagnoses. Record a sound, see likely issues, and track every fix in your shop history.
No spam. We'll email you when the beta opens.
Built for noisy cars and busy shops
ShopClatter listens like a seasoned tech, compares against a growing library of mechanic-verified sounds, and gives you answers in seconds.
Record any strange sound
Capture clatters, squeals, hums, and rattles right from your phone with context: where you are, how fast you're going, and what the engine is doing.
- • Engine bay, cabin, under-car, wheel area
- • Cold-start, highway, braking, turning
- • Timestamps saved to your shop history
AI diagnoses with mechanic data
Every labeled sound, every confirmed fix feeds a diagnosis engine that learns from real shops—not lab audio samples.
- • Severity & confidence scores
- • Likely causes ranked by real outcomes
- • Example repairs from similar vehicles
Save everything to My Shop
Build a living history of every mystery noise you've chased. Attach sounds, diagnoses, and repairs to each vehicle.
- • Vehicle-based timeline for every clip
- • Before/after comparison for repairs
- • Shareable summaries for your mechanic
How ShopClatter works
Under the hood, ShopClatter combines audio embeddings, mechanic labels, and real repair histories to rank likely issues—without drowning you in jargon.
Every confirmed repair makes the system smarter. Mechanics gain reputation by helping identify sounds correctly, and car owners get clearer answers over time.
Record the sound
Pop the hood, hit record, and capture the sound in context—idle, acceleration, braking, or turning.
AI listens and compares
We extract an audio fingerprint and compare it against a growing graph of mechanic-verified sounds and repairs.
See likely causes
ShopClatter surfaces the most probable issues, how severe they are, and what fixed similar cars.
Decide your next move
Share results with your mechanic, book a visit, or keep monitoring if it’s a low-risk annoyance.
Built with real mechanics, not lab audio.
ShopClatter isn't guessing from synthetic sound effects. Every labeled clip is tied to a real repair outcome from a real shop. Mechanics get credit when their diagnoses match the fix.
- • Earn reputation for correct diagnoses
- • Contribute shop-proven patterns and edge cases
- • Help train a tool that actually makes your life easier
Be the first to hear when we're live.
We're rolling out ShopClatter in waves to mechanics and car owners who actually live with noisy vehicles. Drop your email and we'll reach out as soon as a spot opens.
No marketing blasts. Just launch updates and the occasional nerdy audio graph.