2026-06-30

AI defect reports for apartment turns, not just photo storage

Litigation holds that are provable, auditable, and impossible to miss.

Most inspection apps store photos; this one turns photos into a repair list and estimate before the manager even leaves the unit.
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THE MARKET

The apartment-turn keyword set is unusually commercial for an ops niche: 51 keywords average 4,827.6 monthly volume with $13.53 CPC, and the broader seed cluster averages 33,080 volume. High-intent adjacent queries like 'roof inspection' hit 40,500 volume with a $33.88 CPC, showing buyers already pay for inspection workflows.

WHAT PEOPLE ARE SAYING
"data entry not being saved","unstable during inspection workflow","App keeps crashing when I put all the inspection information push save and crashes."
THE GAP

Existing inspection tools are brittle on save and weak on extraction. They capture inputs, but they don’t reliably classify damage, pre-fill fields, or standardize defects into something a maintenance team can act on fast.

THE BUILD

Build AI that reads room photos, detects likely defects, pre-fills inspection fields, and generates a standardized defect report plus rough repair estimate. Sell first to property managers and maintenance supervisors who already run turn workflows and need vendor-ready outputs, not just more data entry.

WEEKEND MVP

Let users upload 30 unit photos and return a defect list, estimate, and work-order draft in under a minute.

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