Extract structured property listing data from every major portal — price, location, configuration, agent details, photos, and amenities — across any city, any country, updated on any schedule you need.
From Indian tier-2 city portals to UK and UAE market leaders — if it lists properties publicly, we can extract it.
Need a portal not listed here? We build custom scrapers for any property website — typically scoped and live within 5 business days. Tell us what you need →
Every field you need for valuation models, lead generation, market analysis, or competitive research — structured and delivery-ready.
A snapshot from a real Mumbai residential listing extract. Clean, typed, and geocoded.
| title | portal | type | price | area_sqft | price_per_sqft | locality | city | agent | listed_date |
|---|---|---|---|---|---|---|---|---|---|
| 3 BHK Apartment in Bandra West | 99acres | For Sale | ₹3.2Cr | 1,450 | ₹22,069 | Bandra West | Mumbai | PropMart Realty | 2026-03-15 |
| 2 BHK Flat for Rent — Powai | MagicBricks | For Rent | ₹55,000/mo | 980 | ₹56/mo | Powai | Mumbai | Owner Direct | 2026-03-18 |
| 4 BHK Villa — Juhu Scheme | Housing.com | For Sale | ₹8.75Cr | 3,200 | ₹27,344 | Juhu | Mumbai | Elite Properties | 2026-03-10 |
| 1 BHK Studio — Andheri East | NoBroker | For Rent | ₹28,000/mo | 480 | ₹58/mo | Andheri East | Mumbai | Owner Direct | 2026-03-20 |
| Commercial Office 1,200 sqft — BKC | 99acres | For Lease | ₹1.8L/mo | 1,200 | ₹150/mo | BKC | Mumbai | IndiaBulls RE | 2026-03-12 |
// 5 of N rows shown · full extract includes geocoordinates, agent contacts, amenities list, and price history
Power automated valuation models with live listing data. Train price prediction models on current market supply. Feed your AVM engine with daily structured property records.
Analyse inventory levels, average days on market, price movement, and supply trends by city, locality, and property type across any time period.
Build targeted lead lists of active buyers, motivated sellers, and agent contacts. Filter by price range, location, listing age, and property type.
Track new project launches, pricing per phase, inventory absorption rates, and competing project specs in your target micromarkets.
Analyse rental yields, capital value trends, and supply-demand signals before acquiring or developing property assets in any market.
Extract commercial office, retail, and warehouse listings — rent per sqft, floor plates, fit-out status, grade, and tenant mix data for occupier and investor decisions.
Tell us which portals, cities, property types, price bands, and listing types you need. We scope coverage and confirm feasibility within 24 hours.
We extract a real sample from your target portals and cities. You review field coverage, geocoding accuracy, and data freshness before approving.
One-time bulk extract delivered within 72 hours, or a daily refresh pipeline set up to capture new listings, price changes, and de-listed properties.
Data pushed to S3, BigQuery, PostgreSQL, or delivered as flat files. New listing and price change webhooks available on request.
Share your target portals, cities, and property types. We'll deliver a free sample dataset within 48 hours — no commitment required.
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