Listing feeds by area
Daily collection of all sale or rental listings in a set of postcodes or cities, with detail-page fields and photo URLs, deduplicated across portals and keyed on a normalised address so one property is one row.
Industries
What we scrape in real estate
Sale and rental listings, agent directories, public property records and short-term rental pages, keyed on address and refreshed on your schedule.
Property portals are among the hardest sites we work with: aggressive anti-bot, map-based search that hides most listings, and prices that change without the page saying so. We scrape listings by area with full detail pages, normalise addresses so the same property is one record across portals, and record each day a listing was seen so time on market and price cuts are measurable. Public assessor records and permits can be joined on the same address key.
Sources
Typical sources
Public pages and documents we have scraped in this vertical. Named sites are examples, not an exhaustive list.
- Zillow, Realtor.com, Redfin and other national portals
- Rightmove, Zoopla and other country-specific portals
- Rental sites and apartment listing services
- Airbnb, Vrbo and short-term rental pages
- Agent and brokerage websites
- County assessor, tax and permit records
- New-build developer sites
- Commercial listing sites such as LoopNet
Schema
Fields
A common starting schema. You decide the final columns and names; we keep them stable across runs.
listing_idaddresscitypostcodeproperty_typebedroomsbathroomsarea_sqftpricelisting_statuslisted_atscraped_at
Output
What a row looks like
listing_id | address | city | postcode | property_type | bedrooms | bathrooms | area_sqft | price | listing_status | listed_at | scraped_at |
|---|---|---|---|---|---|---|---|---|---|---|---|
| RE-55120931 | 12 Example Street | Manchester | XX1 1XX | Terraced house | 3 | 1 | 1,120 | £285,000 | For sale | 2026-09-19 | 2026-10-07 |
Values are illustrative placeholders to show shape and types, not records from any client or source.
Use cases
Jobs we are usually asked for
Time on market and price history
Because every run records which listings are present and at what price, reductions, relistings and sold dates fall out of the snapshots without any extra tracking on your side of the pipeline.
Short-term rental supply
Scrape active short-term rental listings, nightly rates and calendar availability for a destination on a schedule, so supply and pricing can be compared with long-term rents and hotel rates in the same area.
Questions
About real estate scraping
Can you scrape Zillow or Rightmove?
Public listing and search pages, yes, at a cadence that respects the site. Both are heavily protected and the quote reflects that; we do not use agent logins or MLS access we are not entitled to.
How do you get around map-based search limits?
By tiling the area into small polygons or postcode cells and merging the results. Listings hidden behind the portal's result caps are still collected, and each one is counted once.
Can you join listings with public records?
Yes, on normalised address or parcel number where assessors publish it. Ownership, tax and permit fields are added from public sources in the same jurisdiction.
How is a real estate dataset priced?
A one-off pull of one portal for one area starts at $500. Daily coverage of several portals and areas is quoted monthly after the first sample.
Need real estate data? Tell us the sites.
Send the sources and the fields you need. An engineer looks at them the same day and replies with a plan and a price.