Start

(User Opens Chat)

Validation

User Input

(Make/Model / HSN-TSN / Open)

Symptoms

Engine

Fetch Parts from

Client Catalog

YouTube Guides

Parts + Confidence

Add to Cart / Verify

(With AI Verification)

Fix Confirmation Pages