ReviewLake

Compare / Bright Data

ReviewLake vs Bright Data. Stop paying twice for the same review.

Bright Data bills for every record it delivers, so checking a location again means paying for its reviews again. ReviewLake delivers each review once, then only new ones, in one schema across sites, pay as you go.

Why teams choose ReviewLake over Bright Data.

01

Never pay twice for a review

With per-record billing, re-collecting a location means paying for its reviews again. ReviewLake delivers each review once, so you only pay for what's new.

02

Tracking of what's new, built in

Bright Data has no built-in tracking of what you've already collected. ReviewLake does it per location, for every site.

03

One schema across sites

Each Bright Data scraper has its own schema. ReviewLake returns the same fields from every site.

04

Replies and insights included

Post replies to Google and Facebook, draft them with AI, and get themes per location, from the same API.

Moving from Bright Data takes four steps.

  1. Send us your locationsA CSV with your own location IDs and the listing URLs you track today.
  2. We backfill the historyDuring your free trial we collect each location's full review history, on every site you need.
  3. Run both side by sidePoint a test webhook at ReviewLake and compare the output with what Bright Data gives you today.
  4. Switch overMap one schema instead of one per site, then turn off your Bright Data jobs.

Side by side, feature by feature.

Bright Data details from its own website and docs, checked 11 November 2026. Sources below.

ReviewLakeBright Data
What it isA reviews API for developers: one integration for 50+ review sitesA ready-made scraper per site, billed per record
Review sites50+ sites, including Google, Yelp, Tripadvisor, Booking.com, Expedia, Airbnb, Trustpilot, App Store and Google PlayGoogle Maps, Yelp, Tripadvisor, Booking, Trustpilot, Google Play, App Store, Agoda, Glassdoor, Facebook and more
One format across sitesYes. The same fields from every siteNo; each scraper has its own schema
DeliverySigned webhook with retries, or poll the APISync up to a minute, or async jobs delivered to a webhook, cloud storage or download
Only new reviewsBuilt in. Full history on the first run, then only new reviewsNo built-in tracking; Google Maps has a days-back filter
Post repliesYes, through customers' connected Google Business Profile and Facebook PagesNot offered
PricingUsage-based: per location tracked, with automatic volume rates, plus reviews billed per use. Month-to-monthPer delivered record; its docs list $1.50 per 1,000 records pay-as-you-go
Free to try30-day free trial on your own locations5,000 free records a month

Questions teams ask.

Is ReviewLake a Bright Data alternative for reviews?

Yes. Instead of a separate scraper and schema per site billed per record, ReviewLake is one reviews API with built-in tracking of new reviews and transparent pay-as-you-go pricing.

Do I pay for reviews I already have?

Not with ReviewLake. After the first run only new reviews are delivered, so you only ever pay for a review once.

Sources for Bright Data, checked 11 November 2026
  1. Bright Data scrapers FAQ (pricing, delivery)
  2. Bright Data async requests
  3. Bright Data Google Maps reviews scraper

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