Automotive RepairPart Identification & Selection3MediumMechanic$ implied

A mechanic cannot identify the correct bolt name/spec for attaching a turbo to a catalytic converter, and the purchase kit lacks necessary hardware.

Existing turbo replacement kits omit critical bolts for the turbo-to-cat connection, and online part databases lack ability to identify such bolts by description or image.

Opp. Score

Severity

3Medium

Willingness to Pay

implied

Added

May 20, 2026

Workarounds Described

posts to Reddit asking for bolt identification
uses FCPEuro kit but it lacks hardware

Implied Software Gaps

Photo-based part identification app that can identify bolts from an image

App Concept

BoltSnap Pro

A bolt and fastener identification app for auto mechanics. Users upload a photo or describe a bolt; the app uses AI and a comprehensive parts database to provide the exact name, specs, and ordering links. No more guessing or visiting multiple forums.

Key Features

Photo-based bolt identification via AI
Database of OEM and aftermarket fasteners with specs
Direct link to purchase matching bolts
Vehicle-specific bolt lookup by make/model/engine

Target Users: Independent auto mechanics and DIY car enthusiasts working on European and other vehicles, typically 1-5 person shops

Revenue Model: $9.99/month subscription or $2.99 per bolt identification

Existing Solutions Mentioned

FCPEuro Turbocharger Replacement Kit

Part of App Idea

PartMatch Pro

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