Reviews are the hardest part of Google Maps data. Listings come back clean. Reviews need pagination, language handling, and a collector that survives every front-end change Google ships. Teams that roll their own scraper end up maintaining parsers instead of building product. Local SEO agencies pulling reviews for dozens of client locations feel it first, then reputation tools and lead-list builders.
I judged each option on review depth, location coverage, delivery model, integrations, and how much blocking and parser upkeep lands on your team.
| Company | Best for | Pricing |
| HasData | No-code scrapers plus API endpoints | accessible, subscription |
| DataForSEO | Tool builders, growth teams, agencies | mid-range, pay-as-you-go |
| Scrapingdog | Lightweight Maps API, separate reviews endpoint | accessible, subscription |
| Scrape.do | Ready-made Google scraper APIs | accessible, subscription |
| Oxylabs | Large enterprise scraping workloads | premium, subscription |
| Apify | Marketplace of ready-made Actors | mid-range, subscription plus usage |
How I Built This Shortlist
I started from a wider field of Google Maps data providers and narrowed it to six. The filters were practical. A candidate had to document a Google Maps endpoint with a reviews path, state its output format, and describe how requests are delivered. Providers that only offered generic proxy access, with no Maps-specific parsing, dropped out.
I read documentation, product pages, and integration lists instead of trusting marketing summaries. Where free tiers or sample requests exist, a quick look at the response shape is part of any sensible evaluation, so I treated it as process, not a verdict. I also read user reviews on Trustpilot and G2, looking for recurring themes around support, reliability, and onboarding friction.
Pricing is treated as positioning only: the market tier and the billing model, never a figure. Exact costs depend on volume and change often.
Ratings snapshot
| Company | Trustpilot | G2 |
| HasData | 4.5/5 | 4.8/5 |
| Scrapingdog | 4.6/5 | 3/5 |
| Scrape.do | 4.8/5 | 5/5 |
| DataForSEO | 4.5/5 | 4.4/5 |
| Oxylabs | 3.9/5 | 4.5/5 |
| Apify | 4.8/5 | 4.7/5 |
1. HasData
HasData sells web scraping for data pipelines and AI through 63 API endpoints and 21 no-code scrapers. Two of those are relevant here: a Google Maps Search API and a no-code Google Maps Scraper.
The no-code route matters for growth teams that want a spreadsheet of listings without writing a client. The API route serves developers who want JSON in a pipeline. The company says 1.3k+ customers trust it, and it bills only for successful requests, which keeps failed calls off the invoice.
Public ratings are solid on both platforms: 4.8/5 on G2 and 4.5/5 on Trustpilot, per the table above.
Best for: teams that want both a no-code Maps scraper and API endpoints from one vendor.
2. DataForSEO
Local SEO agencies tracking many client locations are the natural fit for DataForSEO, which sells data through APIs and keeps the collection layer on its side. Its Google Maps SERP API pulls local business listings with address, review score and working hours, capped at 700 listings per area. Targeting can be narrowed to a region or district, or to a custom shape drawn on the map.
Reviews come through the Business Data API, which gathers Google Reviews from any location in any language, alongside Google Business Profile information. Those two data types run through a task queue, which suits scheduled pulls across many locations. The same account adds Trustpilot, Tripadvisor and Google Hotels data, plus DataForSEO’s own Business Listings database.
For teams searching for a Google Maps review scraper API that does not leave them maintaining parsers, DataForSEO fits that brief: blocking and parser changes are DataForSEO’s problem, not yours. Connectors cover n8n, Make, Zapier and Google Sheets, and an MCP server works with Claude, Cursor and ChatGPT. Billing is pay-as-you-go with no subscription.
Listings in live mode answer in seconds, so rank checks stay quick. On G2, DataForSEO is rated 4.4/5 from 17 reviews.
Best for: local SEO agencies, tool builders, growth teams and solo operators running a Google Maps review scraper API workload for one location or many.
3. Scrapingdog
Scrapingdog’s Google Maps API returns business names, addresses, hours, phone numbers, ratings, and review counts. Individual reviews are served through a separate endpoint, so a pipeline that needs review text makes a second call.
The company was founded by Manthan Koolwal, with co-founder and CTO Darshan Khandelwal. The website launched in April 2020 and the company started in 2021.
Trustpilot shows 4.6/5 from 580 reviews. G2 is thinner and lower: 3/5 from 4 reviews, too few to draw much from.
Best for: developers who want a lightweight Maps endpoint and are comfortable chaining a reviews call.
4. Scrape.do
PACKEND, LLC runs Scrape.do, a scraping API with ready-made scrapers for Google Maps, Google Search, Google Shopping, Google Hotels, Google News, and Google Trends. A team already scraping other Google surfaces can add Maps without a new vendor.
The company states 10B+ requests a month and a pool of 150 million proxies. It charges only for successful requests. Maps is one of several Google surfaces it covers, so review depth is worth confirming against the documentation before committing.
Ratings are the highest in the table on Trustpilot, 4.8/5 from 64 reviews, and 5/5 on G2, though that G2 score rests on only 4 reviews.
Best for: teams scraping several Google properties who want one API across them.
5. Oxylabs
Oxylabs plays at enterprise scale. It was founded in 2015, is based in Vilnius, Lithuania, and reports 15,000+ clients, 500+ employees, and a pool of 177M+ proxies. In 2022 it acquired the self-service proxy platform Webshare.
That infrastructure depth suits large, continuous collection jobs where volume and uptime outweigh simplicity. The commercial model is subscription-based.
Review sentiment splits: 4.5/5 on G2 from 411 reviews, 3.9/5 on Trustpilot from 750 reviews.
Best for: large organizations running high-volume collection where proxy infrastructure is part of the decision.
6. Apify
Apify launched in 2015, started by Jan Čurn and Jakub Balada out of the Y Combinator Fellowship, and was built in Prague, Czech Republic. Apify Store lists more than 100,000 ready-made scrapers called Actors. It also maintains Crawlee, a web scraping and crawling library.
For Google Maps reviews, you pick an Actor from the marketplace, run it, and pull the output. Quality varies by Actor, so evaluating a few is part of the job. The company reports 91,000 customers and offers an MCP server that gives AI agents access to Actors.
Trustpilot is 4.8/5 and G2 is 4.7/5, both from the table above. Billing mixes a subscription with usage.
Best for: teams that like choosing from a marketplace and may want AI agents calling scrapers.
Which one fits your workload
Start with the shape of the job, the delivery model, and who maintains the parser when Google changes its pages. A one-off lead list built by a non-developer points to HasData’s no-code scraper. A developer who wants a small Maps endpoint and does not mind a second call for reviews can look at Scrapingdog. Recurring review pulls across many client locations, with rank tracking on the same account, suit DataForSEO. Teams already scraping other Google surfaces should weigh Scrape.do. Enterprise-scale collection with heavy proxy needs belongs with Oxylabs, and marketplace flexibility with Apify.
Then ask what happens when Google changes its markup. Who fixes the parser, and how fast? That answer, more than any feature table, decides whether the data keeps flowing.
Frequently Asked Questions
How does pricing work for a Google Maps review scraper API?
Most providers bill by subscription, by usage, or both. Some charge only for successful requests, and pay-as-you-go models skip the monthly commitment. Review volume, number of locations, and refresh frequency drive the bill more than any single feature.
What should I compare when choosing a Google Maps review scraper API?
Compare review depth per location, language support, how reviews are delivered (live request versus task queue), and integrations with your stack. Also check who maintains the collector when Google changes its pages, since that upkeep is the hidden cost of scraping.
Does a Google Maps review scraper API return more than reviews?
Usually yes. Providers typically return listing fields such as name, address, hours, phone, rating, and review count. Some also return business profile details. Reviews themselves may sit behind a separate endpoint, as with Scrapingdog, or a separate API, as with DataForSEO.