The first in-the-moment real estate intelligence layer.
Real estate search is asynchronous and online. We move it synchronous and offline — to the moment a person actually sees a building.
Defensibility
Every scan improves disambiguation: GPS + heading + frame + user confirmation.
GDPR opt-out flow built in. Trust compounds as a moat in regulated markets.
PWA + native. Works on a sidewalk with patchy LTE — competitors don't even start there.
Comparable-sales engine tuned to a single market depth at a time. EU expansion is a model swap, not a rebuild.
KPI targets — Phase 1
| Metric | Beta target | North star |
|---|---|---|
| DAU/MAU | 22% | 35% |
| Scan → save rate | 40% | 55% |
| Valuation MAPE (vs. closing) | ≤ 12% | ≤ 7% |
| Identification accuracy | ≥ 92% | ≥ 98% |
| Opt-out request resolution | < 48h | < 12h |
Decision log
Live status of the open architectural questions in the build briefing.
ImmoScout24 / Immowelt / Kleinanzeigen — partnership vs. crawl tradeoff.
Comparables vs. hedonic regression vs. ML hybrid.
In-house CV vs. vendor for face/plate blur.
React Native + Expo + Vision Camera.
OSM Nominatim for prototype, paid provider in beta.
Hashed address + email verification flow.