Industry · Real estate

Data for the Real Estate Market

We collect listings and analytics from property portals: prices and trends by neighborhood and property type, plus new and delisted properties. We also cover international markets — with automatic translation of listing descriptions and ready-to-import exports for your site. The foundation for market valuation and data products.

portals and aggregators prices and neighborhood trends new and delisted properties auto-translation and site import
Data for the Real Estate Market
what it solves

What this helps you do

The real estate market is thousands of constantly changing listings — we turn them into structured, geocoded data with history.

Price collection by neighborhood

Average price and price per square foot by neighborhood and property type.

Trends and demand

Price movement and time-to-sale over time — where the market is heading.

New and delisted properties

Listings appearing, changing, and being taken down — tracked in monitoring mode.

Powering products

Data for aggregators, valuation tools, and analytics services.

Listing deduplication

We collapse duplicate listings by address, attributes, and photos.

International property

We collect properties from international portals — listings, prices, and attributes, including sites not accessible from your region.

what we collect

Listing data

We scrape listings from portals and aggregators — with prices, attributes, geocoding, and history.

Properties and prices

Type, floor area, price, and price per square foot for every listing.

Geo and neighborhoods

Addresses, neighborhoods, and coordinates for geographic breakdowns.

Price trends

Movement of listing prices and neighborhood averages over time.

New and delisted

Listings appearing, changing, and being taken down.

Attributes

Floor, condition, building type, and other property attributes.

Description translation

Automatic translation of listing titles and descriptions into your target language — publication-ready.

Import-ready exports

Data formatted for import into your site — CSV, XML, or a feed built for your CMS.

process

From portals to clean data

A transparent process: an estimate and a data sample before we start. Then collection, delivery in a convenient format, and support for the life of the project.

01 — BRIEF

Portals and properties

We define the portals, property types and neighborhoods, and the fields you need.

02 — SAMPLE

Sample and dedup

We capture a trial sample and configure duplicate collapsing and the fields.

03 — COLLECTION

Recurring collection

We capture listings on a schedule and keep a history of prices and statuses.

04 — DELIVERY

Exports and API

We deliver the data as a table, a feed, or via API — geocoded.

why us

Our advantages

We have been collecting data for e-commerce and analytics since 2015. We own data completeness, freshness, and stability — so you can base decisions on it.

01
Any source

Marketplaces, stores, catalogs, aggregators, maps, review sites, and social media — we tailor the approach to each site.

02
Data quality

Validation, deduplication, and completeness checks — the export never breaks silently.

03
Reliable cadence

Scheduled updates — from a one-time export to hourly, with change alerts.

04
Convenient formats

A file, a refreshing feed, an API, or a ready-to-use web interface with filters and export.

05
Transparency

An estimate and a data sample before we start, a contract, and clear pricing with no hidden fees.

use cases

Solutions for this industry

For real estate teams, these are the data solutions we build most often — separately or combined.

FAQ

Real estate data FAQ

Can't find the answer you need? Send a request — we reply within one business day.

Which portals do you collect listings from?

Listing portals, aggregators, and agency websites — Zillow, Realtor.com, Rightmove, and virtually any public source of listings. We agree on the portal list and regions for your task.

Do you remove duplicate listings?

Yes — the same property is often posted on several portals and by different agencies. We find and collapse duplicates by address, attributes, and photos, keeping one correct record.

Can you track price trends?

Yes. We keep a history for every listing and calculate averages by neighborhood and property type — you can see price movement and time-to-sale over time.

Do you collect international property listings?

Yes. We collect listings from international portals, automatically translate the titles and descriptions into your target language, and deliver the data ready to import into your site — a feed, CSV, or XML built for your CMS.

contact

Describe your market — we'll collect the listing data

Describe your task and the sources in your industry. Within one business day we'll come back with an estimate and a sample export in your format.

Emailorder@scraping.pro
LocationsGeorgia · Hong Kong

We reply within one business day.