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google maps scraper

Google Maps Lead Scraper: The Complete Guide to Extracting Local Business Data

10 min read

A "Google Maps scraper" is any tool that turns a Maps search — the kind you'd run manually by typing "plumbers near Austin" — into a structured, exportable list instead of a scroll of map pins. For B2B prospecting, that structured list is the entire point: a spreadsheet of names, phone numbers, ratings, and websites is something you can filter, sort, and actually work through.

What data is actually on a Google Maps listing

Every business listing on Google Maps carries a consistent set of fields, and that's what any scraper is fundamentally extracting:

  • Business name and category (e.g. "cafe", "plumber", "dentist")
  • Full address and coordinates
  • Phone number, when the business has listed one
  • Star rating and total review count
  • Website link, when the business has added one

Notice what's missing: email addresses and social media links aren't part of a Maps listing. Getting those requires an extra step — visiting the business's own website (when it has one) and reading its contact page, mailto links, and social icons. This is exactly why a good lead tool pairs Maps search with a website visit step, rather than stopping at what Maps itself returns.

The result-cap problem nobody mentions upfront

The single biggest practical limitation isn't data quality — it's coverage. A single Google Maps search, whether done manually or through most scraping tools, returns a capped number of results (in practice, well under 200, and often closer to 20-60 for a specific category) regardless of how many matching businesses actually exist in that area.

That means a naive "search once, export once" workflow silently misses most of a city's businesses in any popular category. The fix used by tools built for this is a grid search: instead of one search covering "Austin," run dozens of smaller searches across a grid of points spanning Austin, then merge and deduplicate the results. This is the difference between a search that returns 20 cafes and one that returns 400.

Prospectbase runs this grid search automatically — pick City, District, State, Country, or a custom Radius, and it handles splitting the area into the right number of sub-searches behind the scenes.

Manual scraping vs. a purpose-built tool

It's entirely possible to do this by hand: search a category, scroll, copy each listing's details into a spreadsheet, repeat for neighboring areas, and manually dedupe when the same business shows up twice from overlapping searches. For a handful of leads, that's fine. For anything resembling a real pipeline — hundreds or thousands of qualified local businesses — it becomes the bottleneck.

A purpose-built tool handles three things a manual process struggles with at scale: running the grid search across a whole area automatically, deduplicating businesses that show up in multiple overlapping searches, and optionally visiting each result's website to check whether it's reachable, secure, and has current contact information.

A realistic workflow

  1. Pick a search type that matches your target area — City for a single metro, State or Country for a wider net, Radius for a specific center point (like "within 25km of this address")
  2. Enter the business category you're targeting
  3. Optionally filter for businesses missing a website, or set a minimum rating/review count to focus on established businesses
  4. Let the search run in the background — a whole state can take longer than a single city, so this shouldn't block you from doing anything else
  5. Review, sort, and filter the results table, then export to Excel or push straight to Google Sheets

5 searches a month, no credit card required.

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Staying on the right side of usage limits

Whatever tool you use, be a reasonable citizen of the services behind it: run searches at a sane pace, don't hammer the same tiny area with dozens of redundant queries, and keep the data you collect for your own outreach rather than reselling raw scraped listings. Responsible use is both the ethical baseline and, practically, what keeps these tools reliable for everyone using them.

How fresh is the data, really?

A Google Maps listing reflects whatever the business has most recently updated — which means a scrape is a snapshot, not a live feed. Ratings and review counts shift daily for active businesses; phone numbers and websites change far less often but do change. For any list you plan to work over more than a few weeks, re-running the search periodically (rather than treating a single export as permanent) keeps ratings current and catches businesses that have since added — or lost — a website.

Common mistakes when scraping for leads

  • Searching too broad a category — "restaurant" returns a very different, less targeted list than "family-owned cafe" or "food truck"
  • Ignoring the result cap and assuming one search was exhaustive — see our dedicated guide on why Maps caps results and how grid search fixes it
  • Skipping deduplication after combining multiple searches, which silently inflates list size with repeated businesses
  • Treating the export as a one-time task instead of a repeatable process — the best results come from running the same search on a schedule, not once

Frequently Asked Questions

What data can you actually get from a Google Maps scraper?

Business name, category, address, phone number, star rating, review count, and — if the listing includes one — a website link and coordinates. Emails and social links aren't part of the Maps listing itself; those come from visiting the business's own website.

Is scraping Google Maps legal?

Scraping publicly visible business listing data (name, address, phone, rating) for your own outreach is a common and widely used practice; it's not the same as scraping personal data about private individuals. Always respect the terms of the tool or API you're using and avoid excessive request rates against any single source.

Why do I only ever get around 20 results per search?

Google Maps search results are capped per query regardless of how many matching businesses actually exist in an area. The practical fix is running multiple smaller searches across a grid of points covering the area, then merging and deduplicating the results — see our guide on covering a whole city or state.