Redfin Data Parser & API

Real-Time MLS Data from Technology-Driven Real Estate Brokerage.

Extract comprehensive property data from Redfin.com, a technology-powered real estate brokerage with direct MLS access in 100+ markets. Access Redfin Estimates, agent reviews, tour scheduling data, and market statistics through our API.

Platform Overview

Market Position

• Technology-First Brokerage: Full-service real estate brokerage with direct MLS access
• 100+ Markets: Selective coverage in major US metros
• Direct MLS Integration: Real-time feeds from local Multiple Listing Services
• 50M+ Monthly Visitors: Popular among tech-savvy home buyers
• Low Commission Model: 1-1.5% listing fees vs traditional 2.5-3%

Data Quality

Key metrics:

• Redfin Estimate Accuracy: Median error 2.2% (more accurate than Zillow)
• Update Frequency: Real-time MLS updates
• Market Coverage: Major metros only (not nationwide)
• Data Completeness: 95%+ for covered markets
• MLS Access: Direct feeds as licensed brokerage

Key Differentiators

Unique to Redfin:

• Redfin Estimate: Highly accurate automated valuation
• Agent Reviews: Customer ratings and reviews
• Tour Scheduling: Available tour times
• Hot Homes: Properties with high buyer interest
• Competitive Offers: Number of offers received

Data Fields Available

PropAPIS extracts 90+ data fields from each Redfin property listing:

Property Basics

• Address and location details
• Price and price history
• Bedrooms and bathrooms
• Square footage and lot size
• Year built and property type
• Status and days on market

Redfin-Specific Data

• Redfin Estimate: Automated valuation
• Estimate Range: Low and high bounds
• Hot Home Badge: High-interest indicator
• Number of Offers: Competitive interest
• Tour Availability: Scheduled showing times
• Last Redfin Tour: Recent showing date

Agent Information

• Listing Agent: Name and contact
• Redfin Agent Rating: Customer reviews
• Number of Reviews: Agent reputation
• Agent Phone: Direct contact
• Tour Scheduling: Online booking availability

Market Data

• Market Hotness: Demand indicator
• Days on Redfin: Platform-specific DOM
• Price Trends: Historical changes
• Competition Level: Offer count
• Market Statistics: Area-level data

API Endpoints

Get Property Details

from propapis import PropAPIS
 
api = PropAPIS(api_key='your_api_key')
 
# Get property by address
property_data = api.platforms.redfin.get_property(
    address='123 Main St, Seattle, WA 98101'
)
 
print(f"Address: {property_data.address}")
print(f"Price: ${property_data.price:,}")
print(f"Redfin Estimate: ${property_data.redfin_estimate:,}")
print(f"Hot Home: {property_data.is_hot_home}")
print(f"Number of Offers: {property_data.offer_count}")

Search Listings

# Search for properties
listings = api.platforms.redfin.search_listings(
    location='Seattle, WA',
    status='active',
    min_price=400000,
    max_price=700000,
    property_type='Single Family'
)
 
for listing in listings[:10]:
    print(f"{listing.address} - ${listing.price:,}")
    if listing.is_hot_home:
        print("  🔥 HOT HOME")

Get Market Statistics

# Get market trends
market_data = api.platforms.redfin.get_market_stats(
    location='Seattle, WA'
)
 
print(f"Median Sale Price: ${market_data.median_price:,}")
print(f"Active Listings: {market_data.active_count:,}")
print(f"Avg Days on Market: {market_data.avg_dom:.0f}")
print(f"Market Hotness: {market_data.hotness_score}/100")

Search Hot Homes

# Find properties with high buyer interest
hot_homes = api.platforms.redfin.search_listings(
    location='Seattle, WA',
    hot_homes_only=True,
    status='active'
)
 
print(f"Found {len(hot_homes)} Hot Homes")
for home in hot_homes[:5]:
    print(f"{home.address}")
    print(f"  Price: ${home.price:,}")
    print(f"  Offers: {home.offer_count}")

Use Cases

Competitive Market Analysis

• Track hot homes and buyer demand
• Monitor offer counts
• Analyze market competitiveness
• Identify pricing trends

Investment Research

• Find undervalued properties
• Compare Redfin Estimates
• Track price reductions
• Monitor days on market

Market Intelligence

• Market hotness scores
• Buyer demand indicators
• Tour activity tracking
• Competitive dynamics

Quick Start

from propapis import PropAPIS
 
api = PropAPIS(api_key='your_api_key')
 
# Get property with Redfin Estimate
property_data = api.platforms.redfin.get_property('123 Main St, Seattle, WA')
 
print(f"Redfin Estimate: ${property_data.redfin_estimate:,}")
print(f"Hot Home: {property_data.is_hot_home}")

For detailed documentation, see our API Reference.