Listings, pricing and inventory across regional portals
Aggregate property data from fragmented local marketplaces.
340
cities
69
countries
Unmetered
on ISP proxies
Property data is intensely local and lives on hundreds of regional portals, each with its own structure, language and defences. There is no global source of truth, and the national aggregators lag the local ones by days.
Many portals restrict access by geography outright, serving nothing useful to requests from outside their country.
Residential exits in each target country unlock portals that geo-restrict, and city targeting matches the collection to the market being studied.
For high-volume repeat collection from a small set of portals, static ISP addresses per market are considerably cheaper than metered residential.
How proxies solve it
Unlock geo-restricted portals
Many regional property sites serve only local traffic. A local exit is the requirement, not an optimisation.
City-level market matching
Collect Manchester listings from a Manchester connection, which also fixes the default search radius.
Cheap repeat collection
Static ISP addresses make daily full-portal sweeps affordable at flat monthly cost.
Local language and currency
Locale defaults follow the exit, so listings come back in their native form.
Which proxy to use
Residential Proxies
Route requests through consenting home broadband connections. The hardest pool to detect, and the one to reach for when a target actively fingerprints its traffic.
from $3.10 / GB
Also consider
How we would build it
- 1
Map portals to markets
Local portals lead national aggregators. Collect from the source with the freshest inventory.
- 2
Normalise ruthlessly
Area units, price semantics and property types differ by country. Build the normalisation layer before you scale.
- 3
Track delistings
A listing disappearing is the strongest available signal of a completed sale.
- 4
Respect personal data
Vendor names and contact details are personal data in most jurisdictions. Have a lawful basis or do not store them.
Real estate data questions
Adjacent workloads
Ready to start real estate data?
Your first gigabyte is free, which is normally enough to validate the approach against your real target before you commit to anything.