Black fine particles in plumbing for 1-2 years, clogging washing machine filter, likely manganese; city water flush didn't work

City flush ineffective for long-term manganese removal; no clear DIY diagnosis or treatment protocol provided

Severity

4High

Willingness to Pay

implied

Added

May 29, 2026

Workarounds Described

Runs water to try to flush out particles

Implied Software Gaps

AI-powered water quality diagnosis app with photo recognition and treatment recommendations

App Concept

AquaClear Home

An app that diagnoses water quality issues (e.g., black particles, odor, staining) via photo analysis and user inputs, recommends targeted treatment (e.g., specific filter type, water softener settings, plumber referral), and tracks maintenance schedules. Replaces guesswork and generic city advice.

Key Features

Photo-based particle identification using AI library
Personalized treatment recommendations (filtration, softening, flushing)
Maintenance reminders for filters and water softeners
Plumber referral network for installation

Target Users: Homeowners experiencing unexplained water quality issues in single-family homes

Revenue Model: $4.99/month subscription or $0.99 per diagnosis report

Existing Solutions Mentioned

City water flush

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