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Coin

0.2

free

Yelp Reviews Scraper

Extract all reviews from any Yelp business — 30+ data points per review, including ratings, reviewer profiles, photos & engagement counts.

Download sample
users15 users
runs3226 runs

Trusted worldwide by the best

Export reviews from Yelp — right now

Extract

Scrape every review from a Yelp business URL: 30+ fields including review text, rating, reviewer profile, photos, and engagement counts.

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Schedule

Automate Yelp data collection on daily, weekly, or monthly schedules.

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Export

Export all review data to Google Sheets, email, or S3 — fully automated.

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Built for Agents

Run it from your stack.
Or hand it to your agent.

Yelp Reviews Scraper 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.

Read the docs
Get your API key
# 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-reviews-scraper \
  "<any Yelp URL>" \
  -o results.csv

34 data attributes per review

Every scrape returns structured data you can export as CSV, JSON, JSONL, XLSX, or via API.

Review Id

Yelp review ID — unique across the platform

E2HrRt6Pf_l2lzaB_eDc5Q
Export Reviews
url

Direct shareable URL to the review on Yelp

https://www.yelp.com/biz/olio-e-piu-new-yo…
Export Reviews
rating

Star rating given by the reviewer (1-5)

5
Export Reviews
text

Full text of the review

Really great service, food, and ambiance!! I especially recommend the calamari appetizer.
Export Reviews
Time Modified

Date and time the review was last posted/modified (UTC, ISO format)

2026-04-04 10:40:18
Export Reviews
language

Language of the review (ISO 639-1 code)

en
Export Reviews
Is Featured

Whether the review is highlighted as featured by Yelp

False
Export Reviews
Helpful Count

Community vote count: 'Helpful'

12
Export Reviews
Thanks Count

Community vote count: 'Thanks'

4
Export Reviews
Love This Count

Community vote count: 'Love This'

8
Export Reviews
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Fast

300 reviews per minute
Lightning-fast performance

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Solid

99.95% task success rate
Dependable, reliable data every time

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Cost-competitive

$0.1 per 1000 reviews
Top affordability worldwide

Live

Built to run.

Most scrapers break in silence. This one doesn't — and we show it, openly.

99.95%

incident-free runs · last 90 days

1
incidents · 90 days
100%
resolved
1351 min
median time to fix
90 days agoToday
Operational
Degraded
Down
Resolved incident
Open incident
How we measure →

Tracked from every run. Incidents stay on the record even after they're fixed.

Simulator plan

Trusted by the best

Used obsessively by the data-hungry around the world

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Frequently Asked Questions

Is it legal to scrape Yelp reviews?

Yes — scraping public Yelp reviews is entirely legal. Reviews on business pages are visible to anyone who visits the page. For more details, see our guide on the legality of web scraping.

Do I need a Yelp account to use this scraper?

No login required. Just paste a Yelp business URL — no account, no cookies, no session setup needed.

What kind of input does the scraper accept?

Yelp business page URLs. Drop in one URL or thousands — e.g. yelp.com/biz/sisterita-san-francisco — and we'll pull every visible review on each page.

What data do you extract from each review?

We collect 30+ fields per review, including review text, rating, language, photos, useful/funny/cool vote counts, reviewer name, location, member-since date, total review count, friend count and photo count, plus business name, ID and average rating.

How many reviews can I scrape per business?

All available reviews. No cap — the crawler paginates through the full review list on every business page you submit.

Can I filter or sort reviews before scraping?

Yes — sort, rating filter and keyword search are all supported. Pick newest, highest or lowest rated, filter to a specific star rating, or search reviews by keyword — exactly like Yelp's native filters.

How fast is the Yelp Reviews Scraper?

Up to 300 reviews per minute. That's ~18,000 reviews per hour — fast enough to pull thousands of reviews across multiple businesses in a single run.

In what formats can I export the data?

CSV, JSON or direct push to Google Sheets — plus the lobstr.io API if you want to plug the data straight into your stack.

Ready to get started?

Export your first reviews for free.

Contact sales