A detailer accidentally marred the clear coat while polishing and is unsure whether it's burnt polish or burned-through clear coat, and doesn't know the correct product or technique to fix it.

The user tried a less aggressive polish (3800) first but it didn't work, and now needs guidance on whether to use a more aggressive compound or accept it as burn-through. Existing product labels and online forums don't provide clear, step-by-step diagnostic and repair instructions for this specific situation.

Severity

3Medium

Willingness to Pay

implied

Added

Apr 24, 2026

Workarounds Described

user tried less aggressive polish first without a structured diagnostic process

Implied Software Gaps

AI-powered defect recognition app that guides users through the correct polish/compound selection and technique for clear coat repair

App Concept

ClearCoat Rescue

ClearCoat Rescue is a mobile app that guides auto detailers through precise paint correction diagnostics. It uses a photo-based wizard to identify common defects (burned polish, burn-through, micro-marring) and recommends the exact compound, pad, and technique to fix it, or advises when repaint is needed. No more guesswork or wasted product.

Key Features

Photo upload with AI defect recognition
Step-by-step repair instructions with product & pad combo
Damage severity assessment (polish residue vs burn-through)
Integrated product store or affiliate links to purchase recommended compounds

Target Users: Auto detailers and body shop technicians in the automotive repair industry, especially small to medium-sized shops and solo operators.

Revenue Model: Freemium with $9.99/mo pro tier for unlimited diagnostics; $2.99 per single-use AI analysis; affiliate commissions on product recommendations.

Existing Solutions Mentioned

Menzerna 400Menzerna 3800touch up paint

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