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Home/Automotive Repair/Problem

Automotive RepairProcurement & Vendor Management2MildOwner$ implied

An interior cleaner is undecided on whether to buy a dedicated APC or a dilutable cleaner, lacking clear guidance on the best product.

No clear recommendation or comparison tool exists for interior cleaners vs. all-purpose cleaners.

Severity

2Mild

Willingness to Pay

implied

Added

Apr 27, 2026

App Concept

CleanSelect Pro

A product recommendation engine for auto detailers that compares cleaners based on usage, dilution, and cost. It provides data-driven suggestions tailored to job type and surface material.

Key Features

Product comparison database with dilution ratios
Job-specific recommendations (interior, exterior, glass)
Cost-per-use calculator
User reviews and ratings from detailers

Target Users: Auto detailers and mobile car cleaners, solo operators and small businesses

Revenue Model: Freemium with $9.99/mo pro tier for unlimited comparisons and advanced analytics

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Details

Added: 4/27/2026
Severity: 2Mild
Willingness to Pay: $ implied