Bus owner cannot find a replacement coolant reservoir for a discontinued 1990 G30 diesel van because online parts claiming guaranteed fit do not match the original.

Online auto parts catalogs and search tools fail to accurately identify non-standard or discontinued parts, causing wasted time and risk of ordering incompatible parts.

Severity

4High

Willingness to Pay

implied

Added

May 3, 2026

Implied Software Gaps

Part identification tool that uses original part photo/dimensions to match with salvage and aftermarket sources, avoiding sketchy 'guaranteed fit' claims

App Concept

PartMatch Pro

PartMatch Pro is a mobile app that helps mechanics and vehicle owners identify discontinued or obscure auto parts by scanning the original part with 3D object recognition and cross-referencing a database of salvage yards, aftermarket suppliers, and 3D-printable schematics. It reduces guesswork and ensures the right fit the first time.

Key Features

3D part scanning and dimension matching from phone camera
Cross-reference with salvage yard inventory and aftermarket catalogs
Community verification of part compatibility with photos and reviews
Direct order or request for 3D-printed replica if no original available

Target Users: DIY vehicle owners and small repair shops owning older or rare vehicles, who struggle to find discontinued or hard-to-match parts.

Revenue Model: Freemium with $9.99 per part match or $19.99 monthly subscription for unlimited matches and priority sourcing

Want to go deeper?

Sign up to save ideas, run AI analysis, and track opportunities in your personal workspace. Founding members get full access.

Join Beta

Solutions (0)

Discussion (0)

No comments yet