Automotive RepairRepair and Maintenance Decisions3MediumMechanic / Automotive Technician
Brake caliper does not fit flush against the outer pad, leaving a gap and allowing movement after tightening bolts, making spring insertion difficult.
No software solution exists to diagnose caliper fitment issues; it's a mechanical fitment problem requiring physical inspection and sometimes part replacement.
37
0
Opp. Score
37
Severity
3Medium
Willingness to Pay
none
Added
May 25, 2026
App Concept
CaliperFit Diagnostics
A mobile app that uses AR and part database to verify caliper compatibility and fitment before installation. Mechanics scan the caliper and pads to check for gaps or misalignment, reducing trial-and-error.
Key Features
- AR scan to measure caliper-to-pad gap
- Compatibility check against vehicle VIN
- Step-by-step fitment guidance
- Report generation for warranty or parts return
Target Users: Automotive technicians in independent repair shops and dealerships
Revenue Model: $14.99/mo per user or $99/yr per shop license
Part of App Idea
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