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Yelp Search Export
Effortlessly extract and export listings from any Yelp search URL. Email & Phone included!
222 users
2517 runs
Trusted worldwide by the best
Export leads from Yelp — right now
Do not waste time on repetitive, error-prone and time-consuming tasks.
Get it done fast and perfect.
Extract Leads
Capture businesses globally from any Yelp search.
Find Emails
Retrieve public emails from business websites.
Download
Export structured data in CSV format.
Built for Agents
Run it from your stack.
Or hand it to your agent.
Yelp 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 "Yelp"
# one call — launch, wait, download
lobstr go yelp-search-export \
"<any Yelp URL>" \
--param max_results=200 \
-o results.csv30 data attributes per lead
Every scrape returns structured data you can export as CSV, JSON, or via API.
Direct URL to the business listing on Yelp
Business name as listed on Yelp
Total number of customer reviews on Yelp
Average Yelp rating out of 5
Whether the business is permanently closed on Yelp
Price range indicator on Yelp (e.g. $, $$, $$$)
Business categories on Yelp (e.g. Italian, Pizza)
Primary phone number of the business
URL to the business's menu page on Yelp
Fast
30 leads per minute
Lightning-fast performance
Solid
99.95% task success rate
Dependable, reliable data every time
Cost-competitive
$0.5 per 1000 leads
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.