Real-time scraping
Fetches live listings from Bayut and PropertyFinder across all 7 emirates — Dubai, Abu Dhabi, Sharjah, Ajman, Ras Al Khaimah, Fujairah and Umm Al Quwain — using curl_cffi with no paid APIs.
92deal score (A+)
Listings scored A+ to F to surface the hottest deals. Illustrative walkthrough.
7UAE emirates covered
2live sources (Bayut · PropertyFinder)
A+→Fdeal grades
$0API cost — direct scraping
What's inside
Features
AI deal scoring
Every listing is scored 0–100 and graded A+ to F, so hot deals (score > 80) rise to the top instantly.
Smart filtering
Filter by emirate, listing type, property type, bedrooms, price range and data source — apply with Search and refine on the fly.
Live refresh
Refresh scrapes new listings, de-duplicates by source + ID, adds only what's new, and reloads the dashboard with updated data.
Export to CSV
Download any filtered set of listings for offline analysis in one click.
REST API
A FastAPI service exposes listings and scores to other tools, with auto-generated API docs.
What it does
An intelligent property deal finder that scrapes real-estate listings from Bayut and PropertyFinder across all 7 UAE emirates, scores deals, and displays them on an interactive dashboard.
Deal grades
- A+ (90–100) — Excellent deal
- A (80–89) — Great deal
- B (70–79) — Good deal
- C (60–69) — Average deal
- D (50–59) — Below average
- F (0–49) — Poor deal
How it works
- Step 1. Live listings are scraped from Bayut and PropertyFinder across all 7 emirates.
- Step 2. Each listing is scored 0–100 and graded A+ to F to flag the best value.
- Step 3. Filters by emirate, type, bedrooms, price and source narrow the view; Refresh merges in new listings, de-duplicated by source + ID.
- Step 4. Combined data is snapshotted to JSON, any filtered set exports to CSV, and a REST API exposes the same data to other tools.
Where it's used
- Real-estate investors
- Buyer agents and brokers
- Investment screening
- Rental matching
Tech stack
Architecture
How the pieces fit
- 01Bayut · PropertyFinderscrapers with curl_cffi, all 7 emirates
- 02De-duplicatemerge by source + listing ID
- 03Deal scoring0–100 → grades A+ to F
- 04Dash + APIdashboard · filters · CSV · REST
InputProcessingOutput
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