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Automotive RepairPart Identification & Selection3MediumMechanic / Technician$ implied

Cannot identify a specific electrical ground wire fitting used on Harley Davidson and automotive applications despite searching through thousands of catalog entries.

Existing catalogs are too broad and lack visual search or community-vetted identification for niche parts.

Severity

3Medium

Willingness to Pay

implied

Added

Jun 6, 2026

Workarounds Described

searched through catalogs with thousands of parts
asked in a motorcycle group for identification

Implied Software Gaps

Visual part identification app that matches images to a database
Community Q&A platform with structured part data

App Concept

PartSnap ID

A mobile app that uses image recognition to identify electrical connectors and fittings from photos. Users snap a picture, and the app matches it against a crowd-sourced and manufacturer database, returning part numbers, names, and purchase links.

Key Features

AI-powered visual part identification from photo
Community-contributed database with verification
Direct links to purchase or cross-reference
Barcode/QR scanning for known parts

Target Users: Automotive and motorcycle mechanics, DIY enthusiasts, and parts counter staff at repair shops and dealerships.

Revenue Model: Free tier with 10 identifications/month; $9.99/mo subscription for unlimited identifications and advanced search filters.

Existing Solutions Mentioned

catalogsmotorcycle group

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