The Best Google Maps Scrapers for UK Businesses (2026)

Search for a Google Maps scraper and you get browser extensions, developer platforms, one-off desktop apps, and full lead generation tools, all describing themselves the same way. They are not the same category of product and they fail in different places.

The thing that separates them is rarely the scraping. Pulling business names and addresses out of Google Maps is the easy part, and most of these tools do it acceptably. What varies is everything after: whether you get email addresses, whether the export is usable without an hour of cleanup, and whether you're operating inside Google's terms.

Here is how the main options actually compare for UK local business lead generation.

The Short Version

Browser Extensions

The cheapest entry point. You run a Maps search, click the extension, and it scrapes what is on screen into a CSV.

They work for small one-off jobs. The limitations show up fast: you are capped at what the interface will display, results arrive as raw text with page titles instead of business names, there are no email addresses, and you are scraping the front end rather than using the API — so extensions break regularly when Google adjusts its markup, and they sit outside Google's terms.

Reasonable if you need fifty leads once. Not something to build a process on.

Outscraper

A data service rather than a tool. You submit a query, it returns rows, you pay per row. Volume handling is genuinely good and it will return more fields than an extension, including some contact enrichment.

The trade-offs are cost predictability and output shape. Per-row pricing is fine until you're running speculative searches and discovering that half the results weren't relevant — you've paid for them anyway. The output is a wide raw CSV that needs real cleanup before it goes near a CRM: unnormalised phones, page-title business names, tracking parameters on URLs.

Good if you want bulk data and have somewhere to process it. Less good as a workflow.

Apify

A developer platform hosting scrapers written by other people, including several for Google Maps. Powerful and flexible if you're technical, with scheduling, proxies, and API access built in.

It is a platform, not a product. You choose an actor, configure it, and manage the output yourself. Pricing is compute-based, which is efficient at scale and confusing at small scale. There is no email enrichment unless you chain another actor, and no export formatting — you get JSON or a raw CSV.

The right answer for a developer building a pipeline. Overkill for anyone who just wants a list.

PhantomBuster

Built for social and web automation generally, with Google Maps as one workflow among many. Good scheduling, a decent interface, sits at a similar level to Apify but more approachable.

Same structural gaps: no email finding, raw exports, and it's automating the front end rather than the API. Pricing is time-based, which gets expensive if your searches are slow.

Building It Yourself on the Places API

If you can write code, the Google Places API gives you the same data through a sanctioned route with no terms of service ambiguity. It's reliable and the data is fresh.

Two things to know. Text Search does not return websites or phone numbers — those require a separate Place Details call per business, which is a second billable request each. And the API returns no email addresses at all, ever, so you still need a way to find those. Costs add up quicker than people expect once you're making two calls per lead.

Where LeadSnipe Differs

LeadSnipe is not really competing on scraping. It uses the official Places API, like a DIY build would, and the scraping step is the least interesting part of it.

What it adds is the two stages everything else leaves you to solve. It finds email addresses by scanning each business's website — contact pages, mailto links, structured data — rather than guessing patterns. And the export is formatted rather than raw: UK phones in E.164, tracking parameters stripped from URLs, page-title junk trimmed off business names, a consistent empty-cell rule, non-destructive deduplication, and CRM presets for HubSpot and Pipedrive.

The honest limitation: it is built for UK local business lead generation. If you want 200,000 rows for a data warehouse, a bulk data service will serve you better.

How to Choose

If you need a handful of leads once, use an extension. If you're technical and building infrastructure, use the Places API or Apify. If you need bulk rows and have a processing pipeline, use a data service.

If what you actually want is a clean list of local businesses with email addresses that imports into your CRM without a cleanup session, that's the gap the extensions and platforms leave open.

Worth reading alongside this: is scraping Google Maps legal in the UK, which covers the terms of service and GDPR side properly, the Google Maps scraping walkthrough, and the clean CSV export checklist if you're processing raw output from any of the tools above. There's also a direct LeadSnipe vs Clay comparison if you're weighing up enrichment platforms.