Property listings, rent comps, sold prices, and market trends from Zillow, Redfin, Realtor.com, and regional sources — structured for US PropTech, SFR investors, and real estate analytics teams.
PropTech teams, SFR funds, real estate marketplaces, and market researchers all need the same dataset: clean, comparable property-level data across multiple US listing sources. We extract from Zillow, Redfin, Realtor.com, and regional listing platforms — and deliver a normalized, deduplicated dataset that you can actually model on.
Address, beds/baths, square footage, lot size, year built, listing price, days on market, listing status (active/pending/sold/off-market), home type (SFR/condo/multi-family).
Listing price changes over time, days-on-market trends, price-cut signals, and sold prices where surfaced. Useful for AVM and comparable analysis.
Rent asks, lease terms, amenities, pet policy, unit availability for multi-family and SFR rentals from major rental platforms.
Latitude/longitude, ZIP code, county, metro area, school district, parcel ID where surfaced. Aggregations to neighborhood and metro included.
Listing agent name, brokerage, contact info, listing history, market activity where publicly displayed.
The same property listed on Zillow, Redfin, and Realtor.com is deduplicated into a single canonical record with source-level details retained for cross-validation.
| Source | Listing ID | Address | City/State | Beds/Baths | Sqft | Price | Status | DOM | Price History | Captured (UTC) |
|---|---|---|---|---|---|---|---|---|---|---|
| Zillow | Z-4400-12 | 402 Oak Ave | Austin, TX | 3/2 | 1,820 | $489,000 | Active | 14 | $499K → $489K | 2026-05-19 10:30 |
| Redfin | R-99-3104 | 88 Mission St #4 | San Francisco, CA | 2/2 | 1,140 | $1,295,000 | Pending | 8 | $1.32M → $1.295M | 2026-05-19 10:30 |
| Apartments | AP-119-880 | 1240 Main St | Phoenix, AZ | 1/1 | 660 | $1,650/mo | Active | 3 | — | 2026-05-19 10:30 |
Sources we typically cover: Zillow.com · Redfin.com · Realtor.com · Trulia · Apartments.com · Rent.com · Zumper · Regional MLS-style public portals (selected by market)
Aggregate listings across multiple sources, normalize attributes, and surface a clean unified inventory in your platform.
Build rent comp datasets, acquisition pipelines, and underwriting inputs at metro scale.
Power dashboards, market reports, and trend analysis with structured listing-level data.
Augment underwriting models with property attributes, neighborhood data, and comparable sales.
30-min call to confirm sources, fields, frequency, and output schema.
Sample dataset delivered for your team to validate coverage and quality.
Scheduled jobs, monitoring, retries, reporting — backed by uptime SLA.
Yes — Zillow's anti-bot infrastructure is sophisticated but manageable with proper residential IP rotation, browser-based capture, and rate management. We target sub-5% block rate at production scale.
Sold prices where Zillow/Redfin surface them are captured. Coverage varies by state due to differing public-records disclosure rules. Non-disclosure states (TX, KS, ID, NM, NJ, AK, ND, MT, MS, MO, ME, NH, LA, WY, UT) have limited sold-price availability.
MLS access is licensed by region and not generally available to third parties via direct API. We work with publicly accessible listing portals (Zillow, Redfin, Realtor.com) and public county records, not direct MLS feeds.
Address normalization (USPS-format) + listing-attribute matching (beds/baths/sqft) produces a canonical entity per property. Source-level details retained so you can cross-validate.