A growth lead pulls 4,000 plumbers from Google Maps on Monday. By Wednesday the parser breaks, the proxies are burned, and the lead list is half empty. Sound familiar? The usual home-built scraper stops being a weekend project the moment a client depends on it.
Teams building local SEO tools, rank trackers and lead datasets keep hitting the same wall: someone has to own blocking, parser drift and geo coverage. We compared six providers on listing depth per area, review data, coverage by location, integration effort and who absorbs the maintenance.
How We Built This Shortlist
We read documentation first. Endpoint lists, output fields, geo-targeting options and integration pages decided who stayed. A provider had to show a dedicated Google Maps endpoint, not a generic page fetcher with a Maps tutorial bolted on. Reviews had to be reachable somewhere in the product, even through a separate route.
Then we looked at how each provider describes its own scope, because vague scope language usually hides gaps. Pricing model mattered too, since volume pulls punish the wrong billing structure.
User reviews on Trustpilot and G2 shaped the rest. We read them for recurring complaints about support, reliability and onboarding rather than for the scores alone.
Two filters cut the longlist hard. Tools that only worked through a browser extension were out. Tools with no documented way to scope a search to a specific area were out too.
What Separates These Tools in Practice
Coverage per search is the first divider. Some APIs return a single page of results. Others let you pull deep result sets for one area, which matters when you map every dentist in a district.
Reviews are the second. Several providers treat reviews as a separate endpoint or a separate scraper, so one account rarely covers listings, profiles and reviews with equal ease.
The third is who carries the maintenance. A managed API absorbs proxy rotation and parser changes. A marketplace of community-built scrapers shifts part of that risk back to the user, depending on the actor.
Last, integration effort. A developer can wire any of these in a day. Whether n8n, Make or Google Sheets connectors exist decides whether an analyst can run it without one.
The Six Google Maps Scraper APIs
1. Scrapingdog
The Google Maps API from Scrapingdog returns business names, addresses, hours, phone numbers, ratings and review counts. Reviews come through a separate endpoint, so a listing pull and a review pull are two integration steps.
Manthan Koolwal founded it with co-founder and CTO Darshan Khandelwal. The website launched in April 2020 and the company started in 2021. That is a young operation, which shows in a focused product rather than a sprawling one.
Pricing is accessible and subscription-based.
2. DataForSEO
Local rank trackers and review tools built on DataForSEO get their map data from an API that DataForSEO maintains end to end, so nobody on the customer side runs proxies or fixes parsers. Each result in the Google Maps SERP API carries address, review score and working hours, and one area can return as many as 700 listings.
Geo-targeting reaches down to regions and districts, or to a custom shape drawn directly on a map. Live mode replies within seconds. Task queues take the bulk pulls across many client locations.
The same account reaches further. The Business Data API adds Google Business Profile information and Google Reviews from any location in any language, plus Trustpilot, Tripadvisor and Google Hotels data and DataForSEO’s own Business Listings database. Rank tracking, reputation monitoring and lead lists can share one integration. That matters for an agency that would otherwise stitch together three vendors.
For teams shopping for a Google Maps scraper API that doubles as a data backbone for local SEO products, DataForSEO fits the brief: pay-as-you-go billing, no subscription, an MCP server for Claude, Cursor and ChatGPT, and connectors for n8n, Make, Zapier and Google Sheets.
On Trustpilot, DataForSEO is rated 4.5/5 across 68 reviews. One user there wrote: “The service is really great, the API works perfect for my project. I can get data at a much lower cost than Saas services for SEO.”
Google Reviews and Business Profile data mostly arrive through a task queue rather than a single live request, so they suit scheduled pulls better than instant lookups.
3. Outscraper
Google Maps Scraper and Google Maps Reviews Scraper are the lead services at Outscraper, a company based in Bee Cave, Texas. Around those two sit scrapers for emails and contacts, Google Search, Amazon, Tripadvisor, Trustpilot and Yellow Pages, plus a family of APIs.
Public ratings: G2 3.9/5 (5 reviews) and Trustpilot 4.6/5 (328 reviews). The Trustpilot volume is a meaningful sample for a tool in this price tier.
Pricing is accessible and pay-as-you-go, which suits irregular, project-style pulls better than steady monthly volume.
4. Apify
Apify launched in 2015, started by Jan Čurn and Jakub Balada out of the Y Combinator Fellowship, and it is built in Prague. The model differs from the rest of this list: Apify Store carries more than 100,000 ready-made scrapers called Actors, so Google Maps is one category among thousands.
The company also maintains Crawlee, a web scraping and crawling library, and reports 91,000 customers. An MCP server gives AI agents access to Actors.
That breadth is the draw and the trade-off. A Maps Actor behaves as its author built it, so output fields and upkeep can vary by Actor. Pricing is mid-range, built on a subscription plus usage.
5. Bright Data
Founded in 2014 and formerly named Luminati Networks, Bright Data comes from the proxy world. Its offer spans proxy networks, AI-powered web scraping tools and refreshed datasets. The company states it serves more than 50,000 customers and has over 600 team members.
On review platforms it has the deepest public record here: G2 4.7/5 across 324 reviews and Trustpilot 4.3/5 across 960 reviews. Those are large samples, and the Trustpilot score sits lower than the G2 one, a spread worth reading before committing.
Pricing is premium and subscription-based. Large organizations with procurement requirements tend to land here.
6. HasData
HasData sells 63 API endpoints and 21 no-code scrapers for data pipelines and AI work. Among them are a Google Maps Search API and a no-code Google Maps Scraper, so developers and analysts get different doors into the same data.
It says it is trusted by 1.3k+ customers and charges only for successful requests, a billing detail that matters when a Maps pull partly fails. G2 shows 4.8/5 across 5 reviews and Trustpilot 4.5/5 across 44 reviews. The G2 sample is tiny, so treat that score lightly.
Pricing is accessible and subscription-based.
At a Glance
| Brand | Best for | Pricing |
| Scrapingdog | Simple listing API, separate reviews | Accessible, subscription |
| DataForSEO | Data teams, solo developers, agencies | Mid-range, pay-as-you-go |
| Outscraper | Lead lists, ready scrapers | Accessible, pay-as-you-go |
| Apify | Many scraping jobs on one platform | Mid-range, subscription plus usage |
| Bright Data | Enterprise, proxy-backed data | Premium, subscription |
| HasData | No-code plus API mix | Accessible, subscription |
Matching a Provider to the Job
Pick by workload shape, not by brand weight. Here is where each of the six fits.
Local SEO products and agencies tracking many locations. DataForSEO is built around deep per-area pulls, with listings, profiles and reviews on one account, which suits agencies, reputation tools, data teams and solo developers building on Maps data. Scrapingdog suits a smaller integration that only needs listing fields and a separate review call, a fit for developers who want straightforward data.
Lead lists and one-off research datasets. Outscraper brings ready scrapers for Maps listings and reviews, so lead-generation teams skip the integration work. HasData suits mixed teams where analysts want a no-code scraper and developers want an API. Apify fits teams whose Maps work is one job among many and who are comfortable choosing between community Actors.
Enterprise buyers. Bright Data brings proxy infrastructure, large review samples and a premium contract, a match for enterprises that want Maps data alongside broader scraping tooling. Expect the deal to be heavier than the pull.
Before signing with any of them, ask one question about your own workload: when the parser breaks at 2 a.m., whose problem is it?
Frequently Asked Questions
What is a Google Maps scraper API?
A Google Maps scraper API returns local business listings as structured data: names, addresses, ratings, hours and often reviews. The provider handles proxies, blocking and parser changes, so your team sends a request and receives clean fields instead of running its own scraper.
How does a Google Maps scraper API compare with the official Places API?
Providers differ from the official Places API in result depth and billing. A scraper-style API can return many listings for one area, while official Places endpoints are designed around different query patterns. Check each provider’s documented result limits and review coverage before choosing.
Can a Google Maps scraper API return reviews?
Yes, though it depends on the provider. Scrapingdog serves reviews through a separate endpoint, and Outscraper sells a dedicated Google Maps Reviews Scraper. DataForSEO collects Google Reviews from any location in any language, mainly through a task queue suited to scheduled pulls.
