Monday morning, and a client’s 40 locations all need a review audit by Friday. The script that pulled Google Maps reviews last quarter now returns blanks. A parser broke, a proxy pool got flagged, and nobody on the team wants to own the fix. So you start searching for a Google Maps review scraper API that someone else maintains.
The catch is that tools differ in how they handle reviews versus listings, and in how deep a single area search goes. We judged each candidate on review coverage, local listings data, integrations, pricing model and who absorbs the blocking.
Filters That Cut the Field
We started from the vendors that surface for Google Maps data and trimmed on documentation. A candidate stayed only if its public docs showed a Google Maps endpoint or scraper, a clear output format, and a stated way to retrieve reviews rather than just ratings and counts.
Next came workflow fit. Agencies and tool builders wire these into n8n, Make or Google Sheets, so we checked for integrations, queue or bulk options, and whether the vendor describes handling blocking and parser changes itself. We also compared pricing models: pay-as-you-go against subscription, and the market tier each vendor occupies. Pricing pages and docs were our source, not sample runs.
We also read user reviews on Trustpilot and G2, scanning for repeated complaints about support, onboarding and reliability. Where a vendor had thin review history, we leaned on documentation and said so. This is an assessment from public data, not a lab test.
The List
1. Outscraper
Outscraper’s lead services are a Google Maps Scraper and a Google Maps Reviews Scraper, which makes its focus obvious. The company is based in Bee Cave, Texas.
Around that core sit scrapers for emails and contacts, Google Search, Amazon, Tripadvisor, Trustpilot and Yellow Pages, plus a family of APIs. A growth team building lead lists can pull listings, then enrich them with contact data without changing vendors.
Its tier is accessible and the model is pay-as-you-go, which suits irregular, project-style pulls better than a fixed monthly commitment.
Ideal for: Growth teams and freelancers pulling Google Maps reviews and lead lists in bursts rather than on a fixed schedule.
2. DataForSEO
Local SEO agencies and tool builders get listings, profiles and reviews from one account here. The Google Maps SERP API gives back local business listings with address, review score and working hours, and a single area search can reach up to 700 of them. Targeting runs down to regions and districts, or to a custom shape drawn on the map.
DataForSEO works as a Google Maps review scraper API for agencies and local SEO tools that need reviews, Business Profile data and map listings under a single integration. The Business Data API adds Google Reviews from any location and language, plus Trustpilot, Tripadvisor and Google Hotels data. Reviews and Business Profile data mostly arrive through a task queue, so they fit scheduled pulls better than instant lookups.
Trustpilot shows 4.5/5 from 62 reviews. Billing is pay-as-you-go with no subscription, and connectors cover n8n, Make, Zapier and Google Sheets, plus an MCP server for Claude, Cursor and ChatGPT.
Listings, Business Profile data and reviews all run through one integration, and DataForSEO maintains the collection behind it.
Ideal for: Agencies, reputation consultants, local SEO tools and growth teams wanting a Google Maps review scraper API plus map rankings and listings data in one account.
3. Apify
Apify launched in 2015 out of the Y Combinator Fellowship, founded by Jan Čurn and Jakub Balada and built in Prague. Its model is a marketplace: Apify Store lists more than 100,000 ready-made scrapers called Actors.
That breadth means you choose and vet an Actor yourself. The company also maintains Crawlee, a scraping and crawling library, and offers an MCP server that gives AI agents access to Actors.
It reports 91,000 customers. On G2 it scores 4.7/5 across 670 reviews. Pricing is mid-range, combining a subscription with usage.
Ideal for: Technical teams that want to pick, tweak or chain Actors inside a wider scraping platform.
4. HasData
HasData sells web scraping for data pipelines and AI through 63 API endpoints and 21 no-code scrapers. Two matter here: a Google Maps Search API and a no-code Google Maps Scraper.
The no-code route helps analysts who live in spreadsheets. Developers get the API. It says 1.3k+ customers trust it, and it charges only for successful requests.
Trustpilot lists it at 4.5/5 from 46 reviews.
Ideal for: Small data teams that want both an API and a no-code scraper for Google Maps listings.
5. Scrapingdog
The website launched in April 2020 and the company started in 2021, founded by Manthan Koolwal with co-founder and CTO Darshan Khandelwal. A younger vendor, then, with a tight product line.
Its Google Maps API returns business names, addresses, hours, phone numbers, ratings and review counts. Full reviews come through a separate endpoint, so review-heavy projects need two integrations rather than one.
Lead-list builders who mostly need contact fields will find the main API familiar.
Ideal for: Developers building lead lists from Google Maps listings who add reviews through a second call.
6. Scrape.do
Scrape.do is a web scraping API run by PACKEND, LLC. It states 10B+ requests a month and a pool of 150 million proxies, which speaks to blocking resilience.
Ready-made scraper APIs cover Google Maps, Search, Shopping, Hotels, News and Trends. For an agency that also tracks hotel or news data, one vendor spans several Google surfaces.
Trustpilot shows 4.8/5 across 70 reviews. Billing applies only to successful requests, so failed calls do not add to the bill.
Ideal for: Teams spanning several Google surfaces who want an API that handles proxies and blocking.
7. Bright Data
Founded in 2014 and formerly named Luminati Networks, Bright Data grew from proxy infrastructure. It now offers proxy networks, AI-powered web scraping tools and refreshed datasets.
It states more than 50,000 customers and over 600 team members. The refreshed datasets let a team buy data rather than collect it. Smaller agencies may find the platform wider than a review project needs.
Premium positioning, though that is the extent of what we weigh here on cost.
Ideal for: Enterprise data teams that want proxy infrastructure, scraping tools and ready datasets from one provider.
8. Oxylabs
Founded in 2015 and based in Vilnius, Lithuania, Oxylabs reports 15,000+ clients, 500+ employees and a pool of 177M+ proxies. In 2022 it acquired the self-service proxy platform Webshare.
Network scale is the headline. A pool of 177M+ proxies gives engineering teams a large base to run Google Maps collection on.
Ideal for: Engineering-led teams that already run their own Google Maps parsers and need proxy capacity at scale.
Choosing by What Breaks First
If your pain is rank tracking and review monitoring across many client locations, weigh DataForSEO alongside Outscraper. Both put listings and reviews behind one vendor, and the difference is mostly whether pay-as-you-go billing fits how client work arrives.
If you want to assemble a pipeline from parts, compare Apify’s Actor marketplace with HasData’s mix of API and no-code scrapers. Scrapingdog sits close by for listing fields, though its reviews come through a separate endpoint.
Area depth and review delivery are the two points worth testing on any shortlist. Ask how many listings one area search returns, and whether reviews arrive live, through a queue or via a second endpoint. DataForSEO, Scrapingdog and Outscraper answer that differently.
If scale and proxy depth dominate, Bright Data, Oxylabs and Scrape.do belong on the shortlist, and engineering time shifts toward your side.
Count the locations, decide how fresh the reviews must be, and name who gets the page when a parser breaks. Those three answers narrow eight options to two.
Frequently Asked Questions
How does pricing work for a Google Maps review scraper API?
Most vendors bill either by subscription or pay-as-you-go, and the bill tracks how many locations and reviews you pull. Several charge only for successful requests. Compare the model against your volume pattern: steady monthly pulls favor subscriptions, irregular projects favor pay-as-you-go.
What does a Google Maps review scraper API return?
Typically review text, star rating, date and reviewer details for a given business, often alongside listing data such as address, hours and phone number. Some vendors serve reviews through a separate endpoint from listings. Check whether reviews arrive live or through a queue before building around them.
Which Google Maps review scraper API suits local SEO agencies?
Agencies need coverage across many client locations, review data, map rankings and integrations with n8n, Make or Google Sheets. Pay-as-you-go models help when client counts fluctuate. Check how deep a search goes per area and who maintains the collection when Google changes its pages.
Can a Google Maps review scraper API also supply local business listings data?
Yes, several do. Listings pulls return names, addresses, hours and ratings, and the better setups combine them with review and profile data. A places data API comparison should check area depth, since a single search covers only a limited number of results per location.
How long does it take to set up a Google Maps review scraper API?
A basic request can run the same day, since most vendors offer documentation and sample calls. Bulk pipelines, scheduling and mapping output into a database or spreadsheet take longer. No-code connectors shorten that stretch for teams without a dedicated developer.