Platform · Redfin

Redfin Data Scraping

Some listings on Redfin come with price history and an estimate. Some, by agreement, come without. The difference is recorded.

Redfin data scraping collects public listing pages from Redfin, a portal that is also a brokerage, owned by Rocket Companies since July 2025. Under a 2026 partnership, some Compass listings appear without days on market, price history or estimates, so each record carries its display basis. The Redfin Estimate is recorded as Redfin's claim. Only publicly accessible listing pages are read: no MLS system, agent portal, listing feed or login, and asking prices are never presented as sale prices.

A listing shown without history is not a new listing. The display basis stops that mistake.

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redfin_sample.jsonl LIVE FEED

{"asking_price":615000,"display_basis":"full","days_on_market":12} {"display_basis":"limited","days_on_market":"not shown","redfin_estimate":null} {"listed_by":"as displayed","rental_source":"as shown"}

illustrative sample rows · USwhat the page shows, and why · schema v1.0

Independence and trademarks. Actowiz Solutions is not affiliated with, endorsed by or connected to Redfin or its owners. Redfin and related marks belong to their respective owners, used here only to name the publicly accessible source this service collects from.

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Redfin at a glance

How we handle Redfin specifically

Platform-specific handling, not a generic retail template pointed at a different domain.

Portal: Redfin — Rocket Companies since 1 Jul 2025
Also: A brokerage with its own agents
Partner listings: Some shown without history or estimates
So: display_basis on every record
Redfin Estimate: Redfin's claim
Rentals: Syndication with Zillow; FTC order Aug 2026
Asking price: Not a sale price
Refresh: Daily

Platform specifics

What the page shows, and why

These are the reasons a Redfin dataset needs its own handling rather than a shared retail schema.

Display basis

Redfin shows most listings with days on market, price history and an estimate. Listings under partner agreements may omit them.

display_basis — full or limited — from what the page shows.
days_on_market and price_history only where displayed; missing is recorded as not shown.
redfin_estimate with estimate_source: redfin.
listed_by — Redfin or another brokerage — as displayed.

Rentals, and what we do not do

Rentals

The FTC's August 2026 order requires Redfin to restart its own rental listings business within six months, while syndication of Zillow rentals continues; rental sources are recorded per listing. See our Zillow page.

MLS

MLS systems are credentialed, licensed environments and are never accessed, as the real estate hub sets out.

What we do not do

Treat limited-display listings as new, present estimates as values, collect agent or client data, or use logins.

Scope

What we collect on Redfin, and what we do not

The right column matters more than the left. Anyone can list fields; the limits are what tell you whether the dataset will hold up.

✅ What we collect

Public listing pages only
display_basis per record
History and days on market where shown
Redfin Estimate as Redfin's claim
listed_by as displayed
Rental source per listing
Ownership and policy events dated
Deduplication with Zillow Group
Daily refresh

❌ What we do not, and why

MLS systems, feeds or logins
Limited-display listings treated as new
Estimates presented as values
Agent or client personal data
Listing photos or descriptions republished

Core Redfin fields

The full dictionary is agreed during scoping. These are the fields specific to this platform.

Field	What it is on this platform
listing_id / url	As published
asking_price / currency	USD
status	As shown
display_basis	full or limited
days_on_market / price_history	Where shown
redfin_estimate / estimate_source	Redfin
listed_by	As displayed
rental_source	Per listing
attributes	As published
dedupe_key	Cross-portal
observed_at	Timestamp

Use cases

What teams do with Redfin data

Inventory tracking

With display basis kept.

Estimate comparison

Redfin and Zillow estimates, attributed.

Rental market monitoring

Sources per listing.

Brokerage share

Listings by listed_by, as displayed.

The 24-hour sample — run on your sources, not ours

Send us a Redfin item or category list. We run real collection against it and return the output within 24 hours, with the platform-specific fields populated so you can check them yourself rather than take our word for it.

Real extraction from your actual sources
Returned within 24 hours
Coverage and QA note included
You keep the data either way
No card, no trial clock
Named engineer on the call

Get my free sample Book a 20-min scoping call Reply within one business day. Reference calls available under NDA.

How we engage

Three ways to engage us

Same collection pipeline and QA underneath. The difference is who holds the schedule and how the data reaches you.

Managed service (most common)

We own the collection, the QA and the delivery. You receive clean data on a schedule and never touch a scraper.

Dedicated engineer assigned to your account
Site changes fixed by us, not reported to you
Scheduled delivery to your warehouse or S3
Named contact on Slack or email

Best fit: Teams who need the data, not the infrastructure.

API access

REST endpoints on the same pipeline, with sandbox keys for testing.

On-demand and scheduled endpoints
Rate limits agreed to your load profile
Sandbox keys for integration testing
Versioned schema with deprecation notice

Best fit: Product and engineering teams building on live data.

One-time or project extraction

A fixed-scope extraction for a single project or research question.

Fixed scope agreed in writing upfront
Single delivery with full QA report
Methodology documented for your records
Converts to managed if you want continuity

Best fit: Research, strategy and diligence work with a deadline.

Pricing

Pricing is quoted individually, based on category scope, number of markets, cadence and ongoing identity maintenance. After a scoping call and free pilot, we quote a fixed monthly figure, with no per-request metering.

Book a 20-min scoping call Request a quote Talk to an engineer

Redfin is usually collected alongside its competitors

Almost nobody buys a single platform in isolation. Redfin data becomes useful when it sits next to the competitor set on one schema, refreshed on one schedule, so a price index or availability comparison is genuinely like-for-like.

That is what real estate data covers, and a Redfin-only engagement can be expanded into it without rebuilding. If you already know you need several platforms, start there instead — it is the same pipeline and usually the better scoping conversation.

FAQ

Redfin data scraping: frequently asked questions

Platform-specific questions, including what cannot be collected here.

Rocket Companies, since 1 July 2025.

Some partner listings are shown without days on market, price history or estimates. We record the display basis.

It is Redfin's estimate, recorded as such.

Never.

No. Only the listing firm as displayed.

It depends on markets and refresh.

Talk to us.

See real Redfin data before you commit to anything

Send us an item or category list. We return the output within 24 hours with the platform-specific fields populated.

Get a free sample Talk to an engineer

Free pilot, no card, no obligation. If we cannot collect a field you need on this platform, the sample shows you that too.

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