Yelp Reviews Scraper - Ratings, Text
Pricing
from $11.00 / 1,000 actionable review alerts
Yelp Reviews Scraper - Ratings, Text
Bulk-download Yelp reviews for any business: star rating, text, reviewer name, reviewer review count and date. Clean deduplicated rows for local reputation analysis and competitive benchmarking. Pricing: $0.15 per subject checked + $0.02 per result. First 10 results free.
Pricing
from $11.00 / 1,000 actionable review alerts
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omar khandji
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Yelp Review Monitor — New Reviews & 1-Star Alerts (Vigia)
Monitor Yelp reviews for your business or competitors and get alerted only on new, actionable feedback: 1-2 star reviews, urgent complaints, and sudden review-volume spikes. Charges only on change.
Free tier — 10 results free on every run
The first 10 results of every run are free, on every run you ever make — not a one-off trial. Run it on your own subjects and see the real output before you are billed for a single result.
One guard: the free allowance never covers more than half of a run, so a run returning 6 results gets 3 free. That keeps the offer sustainable.
What it does
Track a business's new Yelp reviews and rating trend. You get only what changed since your last check — never a full re-dump to diff yourself.
Why Vigia — 5 advantages a raw scraper can't match
- You pay the alert price only for real change. New-review alerts are billed only for genuinely new reviews since your last check. A quiet run bills just the small source-check fee (the cost of looking) — never the alert price on unchanged data. Raw scrapers bill every row of a full re-scan every run.
- Never billed on a failed source. The source check is charged only when the source actually responded. If it's down, you don't pay for our outage.
- Append-only delta + spike signal. The first monitored run stores a free baseline; later runs deliver only what's new, plus a velocity-spike alert when volume suddenly surges (trend / review-bomb / hiring-surge).
- Hard cost cap you control. Set
maxTotalChargeUsdand the run can never bill above it — predictable spend, no surprise invoice. - Agent-ready output. Clean, normalized rows and a
RUN_SUMMARY.jsonwith ready-to-use signals — chainable from any MCP / A2A agent in one step.
Example input
{"businessUrls": ["https://www.yelp.com/biz/the-french-laundry-yountville"],"monitorEnabled": true,"maxTotalChargeUsd": 1.0}
Set monitorEnabled: true so the first run stores a free baseline and later runs return only new results. Pin a monitorId to keep separate targets from sharing state.
Output
Each row is a normalized change record: record_id, subject_id, rating, severity, topic, actionable, signals, text. A RUN_SUMMARY.json accompanies every run with the aggregated signal (counts, velocity spikes, trend).
How you're charged
- Review alert — billed once per new review since the last check (this is the only charge that scales with change).
- Source check ($0.15) — billed once per monitored target per run, only when the source responded. A failed source is free.
- A quiet run bills only the source check ($0.15), never the alert price. Vigia never scrapes the source itself; it chains a licensed scraper, caps every call, and passes you only the delta.
Part of the Vigia monitoring suite — change-only billing, outage-safe, agent-ready.
Related scrapers
Same data, other sources — all with the same free tier, the same clean schema and the same pay-only-for-what-you-get billing: