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Hearth & Home — Property Search Portal

Map-based property search with AI matching that learns what each renter actually wants — and books viewings without a phone call.

Real estate · lettings 12,000+ monthly searches · 2.4× viewings

Hearth & Home — Property Search Portal — main screenshot

Why we built it

The agency's listings sat on a slow legacy site; renters browsed but never converted. We rebuilt search around a live map, instant filters and an AI matcher that ranks properties by each visitor's behaviour — then removes friction by letting them book a viewing in two taps.

Project scope

Interactive map search with draw-your-area
AI match scoring per visitor (saved searches + behaviour)
Instant viewing booking synced to negotiators' calendars
New-match and price-drop alerts by email
Landlord dashboard with enquiry analytics
Fully responsive with a native-feel mobile web app

Technology used

Next.jsTypeScriptMongoDB (geo-queries)Claude AI (matching)Map APIsVercel CDN

Result

12,000+ monthly searches · 2.4× viewings

Representative project — client details anonymised for confidentiality. Ask us for a live walkthrough.

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Inside the product

screenshot — Mobile alerts: new matches and price drops in real time.