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PAP Search Export
Scrape all Real Estate Listings from a PAP Search URL. #phone included!
178 users
8034 runs
Trusted worldwide by the best
Export listings from PAP — right now
Do not waste time on repetitive, error-prone and time-consuming tasks.
Get it done fast and perfect.
Extract
Capture property listings from any PAP.fr search.
Schedule
Automate scraping with customizable schedules.
Export
Seamlessly export data to CSV, Google Sheets or an S3 bucket.
Download
Download structured data in CSV, Excel or JSON format.
Built for Agents
Run it from your stack.
Or hand it to your agent.
PAP Search Export ships with a Python SDK, a one-line CLI and a native MCP server your agents can plug into directly — no rate limits to dodge, no bot mitigation to bypass, no parsing errors to chase down.
# install once (Python 3.10+)
pip install lobstrio
# check your token
lobstr whoami
# find the scraper
lobstr crawlers search "pap"
# one call — launch, wait, download
lobstr go pap-search-export \
"<any PAP URL>" \
-o results.csv33 data attributes per listing
Every scrape returns structured data you can export as CSV, JSON, JSONL, XLSX, or via API.
Unique identifier for the listing on PAP (Particulier à Particulier)
Title of the property listing on PAP
Breadcrumb navigation path indicating the listing's category and location on PAP
Listed price of the property
Currency of the listed price
PAP reference number for the listing
Date the listing was published on PAP
List of property image URLs from the listing
[ "https://cdn.pap.fr/photos/pap/84/e6/84e6846cf25… "https://cdn.pap.fr/photos/pap/8e/96/8e96e04a6f7… "https://cdn.pap.fr/photos/pap/ac/b6/acb6e93116c… ]
Total number of rooms in the property
Fast
6 listings per minute
Lightning-fast performance
Solid
99.95% task success rate
Dependable, reliable data every time
Cost-competitive
$0.5 per 1000 listings
Top affordability worldwide
Built to run.
Most scrapers break in silence. This one doesn't — and we show it, openly.
incident-free runs · last 90 days
Tracked from every run. Incidents stay on the record even after they're fixed.