After paint correction, swirl marks remain despite using correct polishing technique and pad washing between panels.

User follows proper pad cleaning and process but still gets swirls—indicates need for better guidance on defect diagnosis and technique adjustment, or pad quality control.

Severity

3Medium

Willingness to Pay

implied

Added

May 22, 2026

Workarounds Described

Washes pad with microfiber cleaning solution and water between panels

Implied Software Gaps

Automated pad contamination monitoring and replacement alert

App Concept

SwirlDetect Pro

SwirlDetect Pro is an AI-powered paint correction assistant that guides users through defect diagnosis, pad selection, and technique optimization. It combines a mobile app with a smart pad sensor to provide real-time feedback on pressure, angle, and pad contamination, preventing swirl marks.

Key Features

AI defect recognition via phone camera to classify swirl severity and recommend correct pad/compound combo
Real-time haptic and visual feedback on polisher motion and pad cleanliness using smart pad sensor
Step-by-step correction recipe database with video tutorials for common paint types
Pad contamination detection by analyzing pad condition after each pass

Target Users: DIY car enthusiasts and mobile detailing solo operators who perform paint correction and need consistent, professional-level results

Revenue Model: $19.99/mo subscription for basic AI diagnosis and pad sensor pairing; $49.99/mo pro tier with unlimited recipes and technique grading

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