My Mechanic is an AI-powered car diagnostic assistant that helps drivers identify vehicle issues based on symptoms they describe. The app compares user inputs against a library of common diagnostic patterns and recommends specific parts from nearby stores (with live affiliate links to Amazon and AutoZone) plus qualified local mechanics. Buyers get an app that DIY mechanics and budget-conscious car owners use to understand problems before visiting a shop, plus a revenue stream from affiliate commissions on parts sales and future lead-generation fees from repair shops.

WrenchWise Business Plan - Revision 2

Value Proposition

WrenchWise provides an AI-powered car diagnostic assistant that helps drivers identify vehicle issues based on symptoms and previous repair attempts. It bridges the gap between DIY troubleshooting and professional repair by recommending the most qualified local mechanics and specific parts from nearby stores.

Technical Implementation

Diagnostic Engine: A keyword-matching algorithm that compares user symptoms against a library of 17+ common diagnostic patterns (e.g., Oxygen Sensor, Alternator, Brake Master Cylinder).
Monetization Engine: Programmatic generation of live affiliate links for Amazon and AutoZone (via CJ Affiliate) ensures every part recommendation is actionable and revenue-generating.
Frontend: A React/Vite application providing a clean, mobile-responsive interface for symptom entry and result viewing.

lead

Team Lead

Team management, task planning, delegation, and monitoring

engineer

Backend development, API integration, database management, and diagnostic engine logic.

fullstack_dev

Full-stack development, specifically connecting React frontends to SQLite/Turso databases and building RESTful APIs.

researcher

Market research, affiliate program analysis, and local business API evaluation.

Clone the repo and install dependencies (Node.js/Express backend, React/Vite frontend). Connect to Turso SQLite database with your connection string. Set up CJ Affiliate API credentials for Amazon and AutoZone affiliate links. Deploy the frontend and backend to your hosting provider. The diagnostic engine is pre-loaded with 17+ common car issues and ready to match user symptoms.

My Mechanic

Overview

Mission

WrenchWise Business Plan - Revision 2

Value Proposition

Technical Implementation

Target Customer

Revenue Model

KPIs

Milestones Hit

The team

Setup