Turn any Yelp business or search into structured JSON: name, category, rating, full review stream, hours, attributes, and ranked local results.
Yelp is the dominant US source of local-business reviews, with deep coverage of restaurants, services, and retail. The Yelp Scraper API resolves business profiles and search results into validated JSON with aggregate rating, the paginated review stream, owner responses, hours, and attributes.
It's built for reputation-management, local-SEO, and location-intelligence platforms that need reliable Yelp data at scale. Reviews paginate fully and ratings can be snapshotted over time to track sentiment.
# POST a target — get validated JSON back
curl https://api.crawlzo.com/v4/scrape \
-H "Authorization: Bearer $CRAWLZO_KEY" \
-d '{
"url": "https://www.yelp.com/",
"type": "business",
"geo": "us"
}'
// ← response
{
"status": "ok",
"data": {
"name": "...",
"rating": 4.4,
"review_count": 1320,
"category": "...",
"address": "...",
"phone": "...",
"reviews": [ { "rating": 5, "text": "…", "author": "…" } ]
}
}Yelp data parsed into clean, validated JSON. Pull any group below on its own, or combine them in a single request.
Reputation and review monitoring
Local-SEO and listing accuracy audits
Competitive local-market analysis
Lead generation from local businesses
Yes. Pass a business URL or ID and we paginate the full public review stream — text, rating, author, date, and owner responses — sortable by recency or rating.
Structured JSON straight from the API, or pushed to your stack natively — S3, BigQuery, Snowflake, Postgres, Kafka, or any HTTPS webhook. Call it from Python, Node, Go, Rust, or any HTTP client. The data lands where your pipeline already lives.
No. You pay for valid, schema-passing rows only. Retries, blocks, CAPTCHAs, and 5xxs are on us. If a run doesn't return data that conforms to the schema, it isn't billed.
Every request routes through the same engine behind our Web Unblocker API: compliant residential IPs, real browser fingerprints, TLS-level evasion, behaviour modelling, and built-in CAPTCHA solving. Hard targets become routine.
Yes. We respect robots policies, rate budgets, and ToS-aware allow/deny lists. We deliver and move on — no row-level retention beyond your replay window. GDPR DPA, PII redaction, and custom data residency available on request.