Steering knuckle will not line up with CV axle on passenger side during reassembly, while driver side went smoothly.

No software solution exists for real-time alignment guidance during mechanical reassembly; current approaches rely on trial and error or physical manipulation without step-by-step diagnostics.

Severity

3Medium

Willingness to Pay

implied

Added

Jun 7, 2026

Implied Software Gaps

Lack of real-time visual guidance for aligning suspension components during assembly
No diagnostic tool to identify binding points causing misalignment

App Concept

AxleAlign Pro

A mobile app that uses AR overlay and torque sensor input to guide mechanics through CV axle and steering knuckle alignment. Provides real-time visual indicators, step-by-step correction tips, and records successful alignment profiles for future reference.

Key Features

AR overlay showing ideal alignment position
Torque sensor input to detect binding points
Step-by-step diagnostic prompts for common issues
Vehicle-specific alignment profiles and history log

Target Users: DIY mechanics and home garages working on front-wheel-drive vehicles

Revenue Model: $9.99 per month subscription or $49.99 one-time purchase per vehicle profile

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