Car owner with a new black Prius with Toyotaguard sealant can't determine if swirl marks are in the clear coat or sealant, and uncertain how to paint correct and apply ceramic coating without intensive prep.

Workarounds Described

• Uses generic wash products (Adams shampoo) without knowing if it's safe for the sealant
• Relies on annual iron remover treatment despite unknown sealant compatibility
• Applies spray sealant quarterly as a workaround for not being able to ceramic coat

Implied Software Gaps

• Paint defect imaging and analysis tool that identifies depth and layer location of swirl marks
• Compatibility checker that tests sealant and coating product interactions

PaintShield Analyzer

A mobile app that uses AI to analyze paint surface defects and sealant layers via a phone camera attachment, then recommends correction steps and compatible coatings. Replaces guesswork and trial-and-error.

Existing Solutions Mentioned