Stream Estate
Use Cases
Property Valuation & Advisory
Build AVMs and valuation tools with real-time comparables from 1,500+ sources
Lead Generation & Conversion
Power valuation widgets and search engines that capture and convert leads
Market Monitoring & Alerts
Track listings, price changes, and market trends in real-time via webhooks
Portfolio Analysis & Risk
Analyze portfolios at scale with bulk property data and historical pricing
Real Estate Market Data
Median & average €/m² and price indices for any French city or region
Comparable Sales Data
Ranked comparable listings (comps) to power AVMs and appraisals
Real Estate Listings Feed
A live, deduplicated listings feed — the maintenance-free scraping alternative
Rental Data & Rent Estimates
Live rental listings and rental €/m² to benchmark any rent
Developers
Real Estate Data API
The platform overview: 50M+ deduplicated listings from 1,500+ sources.
Documentation
Learn how to integrate our API into your application.
API Reference
Detailed documentation of our REST API endpoints.
MCP Server
Connect Claude to 1,500+ French real estate sources.
Changelog
Historical and upcoming features
Pricing
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Ambre
Co-founder
Ambre covers real estate markets and rental investment across France and Europe.
Articles
(13)
Blog
5/24/2025
·
5 min read
ODDO BHF Immobilier Explained: A Comprehensive Guide to Eurozone Real Estate Investing
5/9/2025
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7 min read
Millionaire Migration After the Pandemic: Top Cities, NAR Settlement Impact, and the New Layoff Driver
5/7/2025
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5 min read
Unlocking Lease Data: Turning Complex Information into Actionable Insights
5/6/2025
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5 min read
Spain to Deploy €1.3 Billion EU Funds for Industrial Construction of Social Housing
5/4/2025
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4 min read
Home Price Growth Slows as Buyers Back Off Amid High Costs and Economic Uncertainty
5/3/2025
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6 min read
Barcelona Real Estate Investment Guide: Trends, Neighborhoods, and Expert Tips
5/1/2025
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6 min read
EU Housing Markets Unveiled: Affordability, Demand, and Supply Explained
4/29/2025
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4 min read
Assessing Real Estate Risks: Uncovering Vulnerabilities in the Euro Area
4/27/2025
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4 min read
European Real Estate Trends 2026: Key Insights from ULI PwC Report
4/22/2025
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7 min read
Real Estate Risks and Financial Stability: Hidden Vulnerabilities in the European Banking System
4/13/2025
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8 min read
European Living Investment Outlook 2026: Recovery on the Horizon
1/16/2025
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1 min read
Understanding European Real Estate Rating Methodology
12/14/2024
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3 min read
European Housing Market in Transition: A Tale of Two Forces