Property Price Intelligence

Extract Real Estate Price Data at Scale

Scrape property values, valuation estimates (Zestimate/Redfin Estimate), historical price trends, and market analytics from all major real estate portals. Power your investment models with accurate pricing data.

Start Extracting Prices How It Works
20M+
Price points tracked
50+
Metro areas
99%
Data accuracy
💰 Price Trends · Phoenix, AZ
4521 N Desert Vista Dr, Phoenix, AZ 85028
$589,000
Zestimate: $595,400Rent Zestimate: $2,850
📈 30-day change: +2.3%📅 Listed: 12 days ago
1875 E Baseline Rd #108, Tempe, AZ 85283
$329,900
Redfin Estimate: $335,000Price/sqft: $268
📉 30-day change: -0.8%📅 Pending
⬇️ Updating 12,847 price points this hour
Trusted by investors & analysts: ValueWise • PropMetrics • HomeValuator • MarketPulse
Comprehensive Price Data Fields
Everything You Can Extract About Property Values
Structured pricing data ready for investment analysis, AVMs, and market research.
💰

Current Listing Price

Active list price, price per square foot, and price change history (reductions/increases).

📊

Valuation Estimates

Zestimate, Redfin Estimate, and other AVM values with confidence scores.

📈

Historical Price Trends

Past sale prices, tax assessment history, and 1/5/10 year appreciation rates.

🏠

Rental Estimates

Rent Zestimate, rental price range, and estimated monthly cash flow.

📉

Market Indicators

Days on market, price cuts, sale-to-list ratio, and foreclosure estimates.

🗺️

Neighborhood Comps

Comparable sales data, median home values, and price per sqft by ZIP code.

Supported Sources
Extract Price Data from Any Real Estate Platform
Major portals, MLS aggregators, and property data providers.
ZillowRedfinRealtor.com TruliaHomes.comMovoto EstatelyPropertySharkNeighborhoodScout ATTOM DataCoreLogicBlack Knight County Assessor SitesMLS PortalsBroker Sites

Need a custom source? We build custom extractors for any price data source.

Simple 4‑Step Process
Get Price Data in Days, Not Weeks
From requirement to structured data delivery — a streamlined workflow.
1

Define Scope

Specify sources, geographic areas, and price data points needed.

2

Map Data Schema

We design a custom schema matching your required price fields.

3

Scrape & Validate

Our bots extract price data, handling anti‑bot measures and validation.

4

Deliver & Refresh

Data delivered in your format with scheduled daily/hourly updates.

Applications
How Clients Use Real Estate Price Data
🏦

Real Estate Investors

Identify undervalued properties, analyze cap rates, and track market appreciation.

🤖

AVM & PropTech

Train automated valuation models with accurate historical price and estimate data.

📊

Market Analysts

Track housing market trends, price indices, and neighborhood growth patterns.

🏢

Lenders & Appraisers

Access comparable sales data and valuation estimates for underwriting.

📱

Consumer Apps

Power home value estimators, price alerts, and market reports for users.

💼

Portfolio Managers

Track property values across rental portfolios and optimize exit timing.

Why MyDataScraper
Superior to Public APIs and Manual Collection
Capability
MyDataScraper
API / Manual
Full price history (years of data)
✓
– (limited)
Valuation estimates (Zestimate, etc.)
✓
– (restricted)
Multi‑source aggregation
✓
–
No API rate limits
✓
–
Custom price metrics
✓
–
Anti‑scraping bypass
✓
–
Dedicated data engineer
✓
–
Pricing
Flexible Plans for Price Data Extraction
Scale your data pipeline as your business grows.
Starter
$449/mo

For individual investors and small teams.

  • Up to 100K price points/month
  • Weekly data updates
  • CSV / JSON output
  • Email support
  • 2 sources maximum
Most Popular
Professional
$1,199/mo

For proptech companies and growing businesses.

  • Up to 1M price points/month
  • Daily/Hourly data updates
  • CSV, JSON, DB push
  • Priority support + Slack
  • Anti‑block included
  • 5 sources maximum
Enterprise
Custom

For large-scale data operations and custom SLAs.

  • Unlimited price points
  • Unlimited scrapers
  • Real‑time delivery
  • Full ETL pipeline
  • Dedicated engineer
  • 99.9% uptime SLA
  • Custom data retention

All plans include onboarding and schema design. Need a custom volume? Talk to sales.

FAQ
Frequently Asked Questions
What price data fields can you extract? +
We extract list price, price per sqft, Zestimate, Redfin Estimate, rent estimates, tax assessed value, price change history, sale history, days on market, and comparable sales data. Custom fields available upon request.
Is scraping price data legal? +
We only extract publicly accessible price data without breaching authentication. Our practices comply with applicable laws and we advise clients on responsible data usage.
Can you extract Zestimate and Redfin Estimate? +
Yes, we can extract valuation estimates from Zillow and Redfin, including confidence ranges and historical estimate trends where available.
How often can the data be refreshed? +
We offer daily, hourly, or real‑time updates (as frequent as every 15 minutes) depending on your subscription plan and source capabilities.
What output formats are available? +
CSV, JSON, Excel, or direct database push (PostgreSQL, MySQL, BigQuery, Snowflake). We also provide REST API and webhook delivery.
Do you offer a free sample? +
Yes. For qualifying projects, we provide a free sample extraction of 500 property price records from your target markets.
Client Success
Price Data Powering Investment Decisions
★★★★★

"MyDataScraper provides daily price updates on 50,000+ properties across our target markets. The accuracy of their Zestimate extraction has been crucial for our valuation models."

Thomas R. · Director of Analytics, EquityTrust
★★★★★

"Their price data extraction saved us months of development. We now have historical price trends for 20 metro areas feeding directly into our investment algorithms."

Diana L. · CTO, PropValue AI

Ready to Unlock Real Estate Price Intelligence?

Get a free sample extraction of 500 property price records from your target markets.

Start Your Data Project

Complete the form below and our team will provide a custom quote within 24 hours.