Top 6 Google Maps Scraper APIs for Agencies 2026

Your agency tracks map rankings for forty clients, and the scraper that fed the reports broke overnight. Google changed the markup. Rows went empty, proxies burned, and someone spent a weekend patching parsers instead of analysing results. That is the real cost of a do-it-yourself pipeline. A good local business listings data API takes blocking and parser maintenance off your plate and still returns clean listings, reviews and hours. I reviewed the field with that failure in mind. Criteria: results depth per area, review data, geo-targeting, integrations with n8n, Make or Google Sheets, billing model, and who maintains the collection.

What Local Data Pulls Demand

Coverage per location

An agency rarely checks one city. It checks hundreds of postcodes, so geo-targeting down to district level matters more than a country dropdown.

Depth per area

A map result page shows only a handful of businesses at first. Lead lists and rank audits need the long tail, so ask how many listings one query can return for a single area.

Reviews and profiles

Listings alone do not cover reputation work. Reviews and Business Profile fields often arrive through separate endpoints, which changes how you schedule pulls.

Scraper API versus the official Places API

The official Places API is built for app developers, not for reproducing what a searcher sees in ranked map results. A scraper API returns ranking order and listing snapshots, which is what rank tracking needs.

Cost at volume

Scraper API pricing models split into subscriptions, pay-as-you-go and subscription plus usage. Which suits you depends on whether your volume is steady or lumpy.

Where the Shortlist Came From

I started from roughly a dozen candidates and cut on evidence anyone can check. Documentation had to show a Google Maps product or a scraping platform with Google endpoints and published output fields. Review data and integrations had to be documented, and the billing model had to be stated publicly.

For the Google Maps places data API comparison, I read product pages and endpoint docs, then tried free tiers or sample requests where they exist. I also read user reviews on Trustpilot and G2, watching for repeated complaints about support, onboarding and reliability.

Anything that looked like a bare proxy reseller with no scraping product around it dropped out. Six remained, and a few of them are general scraping infrastructure rather than Maps specialists. I say so in the entries.

The List

1. DataForSEO

Built for teams that want Google Maps data without running a scraper, DataForSEO sells it through the Google Maps SERP API. Each result carries address, review score and working hours. One query can return up to 700 listings for a specific area.

Targeting can go down to regions and districts, or to a custom shape drawn on a map. Live mode returns answers in seconds.

DataForSEO’s Google Maps SERP API serves as a Google Maps scraper API for agencies tracking rankings across many client locations. The Business Data API sits in the same account and adds Business Profile details, Google Reviews in any language, Trustpilot, Tripadvisor and Google Hotels data, plus DataForSEO’s own Business Listings database.

On Trustpilot, DataForSEO scores 4.5/5 from 68 reviews. Billing is pay-as-you-go with no subscription, and connectors cover n8n, Make, Zapier and Google Sheets. Queues take care of bulk pulls across many client locations while DataForSEO maintains the collection.

Ideal for: Agencies of any size, freelancers and tool builders tracking rankings, reviews and listings for many locations on one integration.

2. HasData

Teams that want a no-code route get one here: HasData offers a Google Maps Search API and a separate no-code Google Maps Scraper. Developers use the API, while analysts can pull listings without writing anything.

The wider catalog runs to 63 API endpoints and 21 no-code scrapers, aimed at data pipelines and AI work. HasData says it is trusted by 1.3k+ customers and charges only for successful requests. That matters when blocked pages would otherwise eat budget.

It is a subscription product in the accessible tier. Agencies should check the Google Maps Search API docs against their own volume before committing.

Ideal for: Small agencies and analysts who want both an API and a no-code scraper under one subscription.

3. Oxylabs

Proxy muscle is the story here. Oxylabs began 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.

This is general scraping infrastructure, not a Maps specialist. A team would use it for Maps alongside many other targets, building its own handling on top. On G2, Oxylabs sits at 4.5/5 from 418 reviews. On Trustpilot, it is 3.9/5 from 750.

Pricing is premium and subscription-led. A local SEO shop focused only on Maps may be paying for infrastructure it never touches. Enterprise data teams will feel the difference the other way.

Ideal for: Enterprise data teams running Maps alongside many other scraping targets at large scale.

4. Scrape.do

Request volume defines this one. Scrape.do is a web scraping API run by PACKEND, LLC, and it states 10B+ requests a month and a pool of 150 million proxies.

Ready-made scraper APIs cover Google Maps, Search, Shopping, Hotels, News and Trends. An agency could therefore pull map listings and search results from one vendor. Scrape.do charges only for successful requests.

It is accessible-tier and subscription-based. The scraper APIs span several Google properties, so check what the Maps endpoint returns against the fields your reports need.

Ideal for: Developers who want Google Maps and Search endpoints from one scraping API with success-based charging.

5. Scrapingdog

A lean, developer-first API, Scrapingdog was founded by Manthan Koolwal with co-founder and CTO Darshan Khandelwal. The website launched in April 2020, and the company started in 2021.

Its Google Maps API returns business names, addresses, hours, phone numbers, ratings and review counts. Reviews come through a separate endpoint, so plan two calls per location if you need both.

On Trustpilot, Scrapingdog is 4.6/5 from 562 reviews. The G2 profile is thin, at 3/5 from 4 reviews. It is accessible-tier on a subscription.

Ideal for: Freelancers and small agencies wanting basic listing fields at a budget-friendly subscription.

6. Apify

Marketplace breadth defines Apify. Launched in 2015 by Jan Čurn and Jakub Balada out of the Y Combinator Fellowship, it was built in Prague, Czech Republic. Apify Store lists more than 100,000 ready-made scrapers called Actors.

The company maintains Crawlee, a web scraping and crawling library, and reports 91,000 customers. An MCP server gives AI agents access to Actors. On G2, Apify scores 4.7/5 from 620 reviews.

Billing mixes subscription and usage in the mid-range tier. Teams that want to customise scraper logic will enjoy the flexibility.

Ideal for: Technical teams that want to customise scrapers and automate Maps pulls with Actors.

Matching the Tool to Your Pipeline

Rank tracking and reviews: DataForSEO suits agencies, freelancers and software builders that need rankings and reviews through an API. Apify fits teams that want to modify scraper logic themselves.

Broad scraping infrastructure: Oxylabs and Scrape.do suit teams where Maps is one of several targets and proxy scale matters.

Budget-first and simple: HasData and Scrapingdog suit smaller agencies. HasData adds a no-code scraper, while Scrapingdog gives a plain API with reviews on a separate endpoint.

Provider	Best for	Pricing model
DataForSEO	Agencies, freelancers, tool builders	Mid-range, pay-as-you-go
HasData	API plus no-code scraping	Accessible, subscription
Oxylabs	Enterprise multi-site scraping	Premium, subscription
Scrape.do	Maps plus Search endpoints	Accessible, subscription
Scrapingdog	Basic listing fields, small teams	Accessible, subscription
Apify	Customisable Actor-based pipelines	Mid-range, subscription plus usage

Before you commit, push one real client’s ten hardest postcodes through your shortlist. The tool that still returns full listings on the last one is the one you can scale.