Property listings data

Property listings data captures homes and commercial spaces advertised for sale or rent: asking prices, attributes, photos and how long they stay on the market. Investors, lenders, valuers, portals, proptech companies and researchers use it to track supply, pricing and demand in near real time.

Typical fields

• Listing ID, property ID and address or geocode
• Listing type (sale or rent) and status
• Asking price, price changes and currency
• Bedrooms, bathrooms, floor area and property type
• Listing date, days on market and delisting date
• Agent or agency name
• Feature tags and photo count

Sources and collection

Listings come from portals, agency websites, broker feeds and, in some countries, multiple listing services (MLS) run by agent associations. MLS data is licensed under strict rules about who may access and display it, so listing data from those sources often cannot be resold freely. Web-collected listings need deduplication, because the same property appears on several sites and agents sometimes relist to reset days on market.

Delivery and pricing

Expect daily or weekly files, APIs and cloud shares. Price depends on geography, history depth, refresh frequency and whether the data may be displayed to end users; display rights cost more than internal analytics.

Before you buy

• Ask how listings are sourced and whether display rights are included.
• Check deduplication across portals and how relisting is detected.
• Confirm how status changes such as under offer, withdrawn or sold are captured.
• Check geocoding accuracy and address normalization.
• Ask whether photos are included and how they are licensed.