Real Estate Data Scraping

Listings, price history, and market intelligence — geo-normalized at portal scale.

Custom real estate scrapers across Zillow, Redfin, Realtor.com, Rightmove, idealista, and 30+ regional portals. Daily listing feeds, price history, agent intelligence, and rental data — AI-normalized, geo-cleaned, and delivered into your warehouse or proptech product.

Scope a real estate project View pricing

Portals supported

30+

Geo coverage

Global

Refresh cadence

Daily

Starting from

$100

Use cases

Who buys real estate data, and why.

Investment screening

Identify undervalued properties by tracking price/sqft trends, days-on-market signals, price-cut history, and rental-yield gaps across target markets.

Agent lead generation

Daily feeds of new listings, price changes, and expired listings in target geographies — sized for territory-level outreach by agents and brokerages.

Proptech product feeds

Power your home-valuation tool, rental-comp engine, mortgage product, or buyer-search interface with normalized public listing data refreshed on a schedule.

Market intelligence reports

Median price, days on market, list-to-sale ratios, inventory trends, and rental rate movements — aggregated by ZIP, neighborhood, or MSA for analyst and editorial use.

Commercial real estate signals

Track office listings, retail vacancies, industrial space, and asking rents across CoStar-adjacent public sources and regional commercial portals.

Short-term rental intelligence

Airbnb and VRBO public listing data — occupancy, nightly rate, length-of-stay patterns, and supply density by neighborhood for investors and operators.

Portals we scrape

Major US, UK, EU, and APAC real estate portals.

Regional and niche portals scoped per engagement — including commercial, agricultural, and short-term rental sources.

ZillowRedfinRealtor.comTruliaHomes.comRightmove (UK)Zoopla (UK)idealista (ES)Immobilienscout24 (DE)SeLoger (FR)Domain.com.auREA.com.auAirbnb (public)Apartments.com

Fields we extract

Every attribute a valuation, agent, or investor model needs.

Full address & geo (lat/lon)

ZIP, neighborhood, MSA, county

List price & price history

Beds, baths, square footage

Lot size & year built

Days on market

Status (active, pending, sold)

Sold price & sold date

Listing agent & brokerage

Property type & subtype

Photos & virtual tour links

School district & ratings

HOA fees & property taxes

Rental rate & rent history

Why this is hard

Real estate portals are fragmented, geo-messy, and frequently re-listed.

The same physical property can appear on Zillow, Redfin, Realtor.com, and the local brokerage site — with different prices, different photos, and different "days on market" because each portal counts time-on-market its own way. Without cross-portal deduplication, an inventory report becomes triple-counted noise.

Address parsing is the next problem. "123 Main St #4B" on one portal becomes "123 Main Street, Unit 4B" on another and "123 Main St Apt 4B" on a third. We resolve all variants to a canonical address with lat/lon, ZIP, neighborhood, county, and MSA so listings can be joined to your internal datasets and external tax records.

Finally: listings disappear. A delisting can mean sold, withdrawn, expired, or re-listed at a new price under a new MLS number. We track listing-history continuity so the same property\'s journey is preserved in your data, not lost when it re-enters the market.

The stack underneath is the same as everywhere else: extraction infrastructure, AI normalization, and delivery surfaces. The schemas and matching logic are real-estate-specific.

Process

From geo scope to listing feed.

Geo & portal scoping

We define which portals, geographies, property types, and fields matter. Geo can be national, regional, MSA-level, or ZIP-list — scoped to your model.

Listing extraction

Custom scrapers for each portal with rotating proxies, headless rendering, and refresh schedules sized to listing velocity in your target markets.

Geo normalization & dedup

Address parsing, lat/lon resolution, ZIP/county/MSA mapping, and cross-portal deduplication via LLM-based listing reconciliation.

Delivery & alerts

Warehouse-direct delivery, listing feeds for your product, or new-listing alerts for agents and investors via Slack, email, or webhook.

FAQ

Real estate data FAQ.

What real estate portals do you support?

Zillow, Redfin, Realtor.com, Trulia, Homes.com, Rightmove, Zoopla, idealista, Immobilienscout24, SeLoger, Domain.com.au, and regional property portals across North America, Europe, Asia-Pacific, and LATAM. Coverage is scoped per engagement.

Do you scrape MLS data?

We do not bypass MLS authentication. We scrape public-facing portals (Zillow, Redfin, Realtor.com) which surface MLS-sourced data publicly. For licensed MLS access, we integrate with your existing IDX or RESO-Web-API feed and apply normalization on top.

How often is the listing data refreshed?

Standard refresh is daily for active listings and weekly for full market sweeps. High-velocity markets (price reductions, status changes, new-on-market) can be monitored with hourly or event-triggered refresh for lead-generation workflows.

Can you scrape rental data?

Yes. Rental listings, asking rents, time-on-market, amenities, lease terms, and rental price history are extracted across Zillow Rentals, Apartments.com, Rent.com, Rightmove rentals, and short-term rental platforms (Airbnb public data, VRBO).

How is the data delivered?

Normalized JSON, CSV, Parquet, webhooks, or warehouse-direct (Snowflake, BigQuery, Postgres). Geo-normalized with consistent address parsing, lat/lon resolution, and county/MSA mapping so the data can be joined to your internal datasets.

What can the data be used for?

Investment screening (price/sqft trends, days-on-market signals, motivated-seller detection), agent lead generation (new listings in territory), proptech product feeds, valuation models, rental yield analysis, market reports, and competitive analysis for brokerages.

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