Your scraper worked on Monday. By Thursday Google changed a page, the parser broke, and a client’s map rank report went out half empty. Blocking, proxies, parser upkeep: nobody signed up to babysit that. The alternative is paying for an API that does it for you, but the options differ wildly in how many listings they return per area, whether reviews come in the same call, and how the bill behaves at volume. Some teams also wonder whether Google’s own Places API is enough. Often it isn’t. We compared coverage per location, review depth, integrations, and pricing model.
Here is the shortlist at a glance.
| Provider | Best for | Pricing model |
| DataForSEO | Solopreneurs, growth marketers, agencies, software teams | Mid-range, pay-as-you-go |
| Apify | Custom scrapers and AI agent workflows | Mid-range, subscription plus usage |
| Outscraper | Fast Maps and review exports | Accessible, pay-as-you-go |
| Scrapingdog | Straightforward business data API | Accessible, subscription |
| Oxylabs | Enterprise scale and proxy infrastructure | Premium, subscription |
| HasData | Mixed no-code and API teams | Accessible, subscription |
How We Built This Shortlist
We started from a wider pool of scraping and SERP data vendors and cut it by what each one documents publicly. A provider stayed only if it showed a dedicated Google Maps endpoint, a clear description of what fields come back, and a stated way to handle bulk jobs. Vendors that offered only generic page fetching, with parsing left to you, dropped out.
Next we compared integration paths: connectors for n8n, Make and Google Sheets, MCP access for AI tools, and output formats a developer can use without cleanup. We also read each pricing page for its model, subscription or pay-as-you-go, without comparing amounts.
User reviews on Trustpilot and G2 filled the last gap. We read them for recurring complaints about support, reliability and onboarding, and weighed small review counts with caution.
Scraper API or Official Places API?
Google’s official Places API is built for apps that show a place to a user. It is not built for pulling a competitive picture of an area. Result depth per query is limited, and review access is narrow. A Google Maps scraper API goes the other way: it returns what a searcher sees in the local results, for a chosen spot, so rank tracking and lead lists become possible.
That is why a Google Maps places data API comparison should start with three questions. How many listings come back per area? Can you target a district or a drawn zone? Are reviews and business profile fields in the same account? The tools below answer those differently, and so does their local business listings data coverage beyond Maps itself.
Nobody here is an official Google product. All of them collect public data on your behalf, and that maintenance burden is what you are really buying.
What Public Ratings Show
Scores from the two review platforms, exactly as published.
| Company | Trustpilot | G2 |
| Scrapingdog | 4.6/5 (584) | 3/5 (4) |
| Apify | 4.8/5 (807) | 4.7/5 (682) |
| Outscraper | 4.6/5 (314) | 3.9/5 (5) |
| DataForSEO | 4.5/5 (66) | 4.4/5 (16) |
| Oxylabs | 3.9/5 (754) | 4.5/5 (397) |
| HasData | 4.5/5 (44) | 4.8/5 (5) |
1. DataForSEO
DataForSEO is an API-first data provider for local SEO agencies, reputation tools and lead-generation teams that need map data at scale. Its Google Maps SERP API pulls as many as 700 listings for a single area, each with address, review score and working hours.
Geo-targeting runs from regions and districts down to a zone you draw yourself on the map. Live mode responds in seconds, bulk jobs go through queues, and DataForSEO runs the collection, so blocking and parser fixes are off your plate.
As a Google Maps scraper API, DataForSEO suits agencies tracking rankings across many client locations, and its pay-as-you-go model carries no subscription. The Business Data API adds Google Business Profile details and Google Reviews in any language, alongside Trustpilot, Tripadvisor and Google Hotels data.
On Trustpilot, DataForSEO scores 4.5/5 from 66 reviews, and one reviewer there praised clean, fast data, a straightforward API and responsive support. Rank tracking, reputation monitoring and lead lists run on one integration, with connectors for n8n, Make, Zapier and Google Sheets.
Best suited for: solopreneurs, growth marketers, local SEO agencies and software teams building on a Google Maps scraper API and paying only for what they pull.
2. Apify
Apify started in 2015, founded by Jan Čurn and Jakub Balada out of the Y Combinator Fellowship, and it is built in Prague, Czech Republic. It is a platform rather than a single endpoint. Apify Store lists more than 100,000 ready-made scrapers called Actors.
That breadth cuts both ways. You can pick an Actor that matches your fields, or build your own on Crawlee, the web scraping and crawling library Apify maintains. The company reports 91,000 customers, and its MCP server gives AI agents access to Actors.
Apify’s G2 score is 4.7/5 from 682 reviews. Billing combines a subscription with usage, a fit for teams running varied scraping jobs, not just maps.
Best suited for: developer-heavy teams that want customizable Actors and AI agent access beyond Maps.
3. Outscraper
Outscraper is based in Bee Cave, Texas, and its lead services are the Google Maps Scraper and the Google Maps Reviews Scraper. Reviews are one of its two lead services, not a side endpoint.
Around those two sit scrapers for emails and contacts, Google Search, Amazon, Tripadvisor, Trustpilot and Yellow Pages, plus a family of APIs. A growth team building a lead list can pull listings, then enrich them with contact data from the same vendor.
Its Trustpilot score is 4.6/5 from 314 reviews. Accessible in tier and pay-as-you-go, it stays friendly for irregular, project-based pulls.
Best suited for: growth teams exporting Maps listings and reviews for lead lists and market research.
4. Scrapingdog
Teams that want one plain API for business data, and no platform to learn, will find Scrapingdog easy to place. Manthan Koolwal founded it with co-founder and CTO Darshan Khandelwal. The website launched in April 2020, and the company itself started in 2021.
Its Google Maps API returns business names, addresses, hours, phone numbers, ratings and review counts. Reviews are served through a separate endpoint, so a reputation tool needs two integrations instead of one call.
Scrapingdog has a Trustpilot score of 4.6/5 across 584 reviews. Subscription plans keep the entry cost accessible for small teams.
Best suited for: small development teams wanting a simple Maps data endpoint with a separate reviews call.
5. Oxylabs
Oxylabs came from the proxy world. 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 Webshare, a self-service proxy platform.
For Maps data that infrastructure matters at high volume, where blocking is the main failure mode. Companies running enormous collection jobs, or already buying proxies, get one vendor for both.
The trade-off is positioning. It is a premium, subscription-priced provider aimed at large organizations, so a ten-person agency tracking a few hundred locations may find it more machinery than the job needs.
Best suited for: enterprise data teams with high-volume collection needs and existing proxy relationships.
6. HasData
HasData sells web scraping for data pipelines and AI, with 63 API endpoints and 21 no-code scrapers. For this category that means a Google Maps Search API and a no-code Google Maps Scraper under one roof.
The no-code option matters. An analyst can export a spreadsheet of listings while a developer wires the API into a pipeline. The company says it is trusted by 1.3k+ customers and charges only for successful requests.
On G2, HasData scores 4.8/5 from 5 reviews.
Best suited for: mixed teams where analysts need no-code exports and developers need an API.
Questions to Settle Before You Commit
How many listings do you need per area? A tool that caps results shallowly will hide the long tail of a dense city. Test your densest market on every shortlisted tool.
Do reviews arrive with listings? Scrapingdog serves reviews from a separate endpoint, while Outscraper makes review scraping a headline service. Check which fits your reporting.
Who handles breakage? Ask who fixes parsers when Google changes layout. With Apify’s Actors, quality depends on the Actor’s maintainer.
What does your bill look like in a slow month? Pay-as-you-go suits uneven demand. Subscriptions suit steady volume, as with Oxylabs or HasData.
Which tools must it plug into? Look for n8n, Make, Google Sheets or MCP support if your team lives there.
Can it grow beyond Maps? Profiles, reviews on other platforms and listing databases may matter within a year.
Run your hardest location through each shortlisted tool before you decide. The vendor that survives your messiest real query is the one worth keeping.
Frequently Asked Questions
How does Google Maps scraper API pricing work?
Most providers charge by subscription, by usage, or by a mix. Pay-as-you-go suits uneven workloads, since you pay only for what you pull. Subscriptions fit steady monthly volume. Check how bulk queues, review pulls and failed requests are billed, because those change the real cost more than the headline model.
What is the difference between a Google Maps scraper API and the official Places API?
The official Places API serves apps that display a place to users, with limited depth per query. A Google Maps scraper API returns local results as searchers see them, for chosen areas, which suits rank tracking, lead lists and competitor mapping. The provider handles blocking and parser upkeep.
What does a Google Maps scraper API return?
Typically business names, addresses, ratings, review counts, hours and phone numbers. Some also return profile details and reviews, often through a separate endpoint. Depth per area varies by vendor, so confirm how many listings one search can return before building on it.
Is a Google Maps scraper API worth it for a small team?
Yes, when you track many locations or build lists regularly. Maintaining your own scraper costs engineering time whenever Google changes layouts or blocks traffic. A single business checking its own listing by hand does not need one.
Which local business listings data API options go beyond Google Maps?
Some providers add other sources in the same account. DataForSEO covers Google Business Profile, Trustpilot, Tripadvisor and Google Hotels, plus its own Business Listings database. Outscraper offers scrapers for Tripadvisor, Trustpilot and Yellow Pages. Ask for the exact fields each source returns.