Unable to identify a specific bar and find correct replacement bushings for a 1986 Ford Ranger 2.9L 2WD.

No easy way to identify automotive parts and find compatible replacement components; current approach relies on manual guesswork and forums.

Severity

3Medium

Willingness to Pay

implied

Added

May 4, 2026

Workarounds Described

uses forum posts and manual measurement to try to identify part

Implied Software Gaps

Image-based part identification app that provides compatible part numbers and purchasing options

App Concept

PartsSnap

PartsSnap is a mobile app that uses image recognition and vehicle specs to instantly identify any automotive part and show compatible replacements. Simply take a photo of the part, enter your vehicle details, and get exact matches, part numbers, and links to buy.

Key Features

AI-powered part identification from photo
Vehicle-specific compatibility database
Cross-reference with OEM and aftermarket parts
Integrated purchasing links

Target Users: DIY car owners and small auto repair shops troubleshooting part identification and replacement.

Revenue Model: Freemium with $4.99 per identification or $9.99/mo unlimited plan

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