TL;DR: A no-code Google Maps scraper pulls business listings without writing code or managing API keys. You pick a business category and a location (country → state → city), run the search, and export the matching businesses — name, address, phone, website, rating, and more — as a CSV or a database sync. No scripts, no developer account.

What is a no-code Google Maps scraper?

A no-code Google Maps scraper is a tool that turns Google Maps business listings into a structured, exportable dataset — without you writing a single line of code. Instead of building a script against Google’s Places API, registering for API keys, and handling pagination, rate limits, and JSON parsing yourself, you describe what you want in a simple interface: a business category and a place. The tool does the querying and hands you back a clean file.

That’s the whole point of “no-code.” The hard parts — talking to the data source, deduplicating results, shaping them into consistent columns — happen behind a UI you click through, not a codebase you maintain.

Why “no-code” matters for this job

Pulling business data from Google Maps the developer way is a real project. Google’s official Places API is first-party and authoritative, but it expects you to:

create a Google Cloud project and enable billing,
generate and secure API keys,
write and host code that calls the API,
handle pagination, retries, and rate limits, and
transform raw JSON responses into the columns your team actually uses.

That’s a sensible path if you’re building a product integration and have engineering time to spend. It’s a poor fit when what you actually need is a list to work from — a spreadsheet of dentists in three cities, or coffee shops across a region — by this afternoon. The no-code route collapses that whole stack into “pick a category, pick a place, click run, download.”

How a no-code scrape works, step by step

The mechanics are deliberately simple. Here’s the flow most no-code tools — including gtme.business — follow.

1. Choose a business category

You select the type of business you want from a predefined list of standardized Google Maps categories, or type your own search terms. gtme.business covers 3,900+ standardized categories — everything from “plumber” to “orthodontist” to “wedding photographer” — and also accepts free-text terms when your niche isn’t on the list.

2. Choose a location

You drill down by country → state/region → city. City-level is the recommended granularity, and you can select multiple cities or upload a list of locations in bulk. gtme.business spans 200+ countries, so the same workflow works whether you’re targeting Austin or Auckland.

A note on precision, because it’s a common expectation: city is as granular as it gets. There’s no ZIP-code or postal-code search, no “within X miles of an address” radius input, and no draw-a-shape-on-the-map boundary. If you need ZIP-level targeting, the practical workaround is to run city searches and filter the results afterward by the address field in your spreadsheet — but that’s a manual workflow you build, not a feature of the search itself.

3. See the cost, then run

Good no-code tools estimate the job before they run it. With gtme.business, cost is locations × search terms = searches — so “dentist” in 3 cities is 3 searches. You see that number up front, then run the search and watch progress stream live as it works.

4. Export the results

When the search finishes, you export. gtme.business gives you two clean delivery methods:

CSV (on every plan) — a 15-column file that drops straight into a spreadsheet, a CRM import, or an outreach tool.
Supabase sync (Pro and Business plans) — leads written to your own database, automatically deduplicated and upserted on each run, so re-running a market next month updates records in place instead of piling up duplicates.

No code touches any part of this. CSV needs nothing but a spreadsheet app; the database sync is a connection step (you paste your own Supabase URL and key), not a development project.

What you actually get back

A scrape is only as useful as the fields it returns. For each business, gtme.business exports:

Name and full address
Phone and website
Google rating and review count — the columns most teams sort by, because they let you qualify a prospect before reaching out
Categories, GPS coordinates, timezone, business hours, and price level
Business ID and a Google Maps link back to the original listing

The CSV carries 15 columns; the Supabase sync carries 21 fields, including a business Description. Just as important as the field list is that every search returns the same schema, so you can stack searches across categories and cities into one file without reconciling formats by hand.

What it does not include — be clear-eyed about this

No-code or not, a Google Maps scrape returns what Google Maps publishes, and nothing more. That means no email addresses — Google Maps doesn’t list them, so they aren’t in the export. The way you reach a business is by the phone number, website, or contact form you find on that site. There’s also no business-owner name, no revenue or employee counts, no social-media profiles, and no phone verification. If a tool promises emails or firmographic enrichment “from Google Maps,” be skeptical — that data isn’t in the source.

How many listings does one search return?

Expect up to a few hundred unique listings per search — often around 50–250, and up to ~500 only in the densest categories. It’s a focused, deduplicated list, not an exhaustive census of every business in a city. For most outreach work that’s the right shape: a clean, qualifiable set you’ll actually work through, rather than a bloated dump you have to clean first.

No-code scraper vs. the alternatives

Approach	Setup	Best for
No-code scraper	Pick category + city, click run	Sales, marketing, and ops teams who want a list now
Places API	Cloud project, keys, code, hosting	Engineers building a product integration
Manual copy-paste	None	A dozen businesses, once

Manual collection is fine for a handful of listings, but it stops scaling immediately — it’s slow, inconsistent between passes, and stale the moment a business moves or changes its number. The Places API is powerful but is genuinely a build. The no-code tool sits in the middle: more scalable than hand-collection, far less effort than the API. There’s a fuller breakdown on the compare page.

Who uses a no-code Google Maps scraper?

The teams that get the most out of this are the ones who need lists, not infrastructure:

Marketing agencies building targeted prospect lists for client campaigns,
SDR and outbound sales teams sourcing local businesses to call,
Local-service and SEO freelancers finding businesses in a niche, and
Data and growth teams who want structured local-business data without standing up a scraping stack.

See the full set of workflows on the use cases page.

Is scraping Google Maps allowed?

This is the question worth pausing on. There’s no one-line answer: obligations vary by jurisdiction — including under data-protection regimes like the GDPR — and by the terms of the platforms involved. We don’t offer a legal verdict here either way. Before you collect, store, or use business data, review the laws that apply to you and the relevant platform terms, and consult counsel where the answer isn’t clear. Treat that review as part of the project, not an afterthought.

Try it without code (or a card)

If you want to see a real no-code scrape end to end, gtme.business gives you 20 free searches with no credit card — enough to run actual searches in your own market and see the CSV before deciding anything. Paid plans run $35 (Starter), $75 (Pro), and $150 (Business) per month, for 30,000 / 100,000 / 250,000 searches — and searches are priced by location × search term, not per lead. For the mechanics under the hood, see how it works.

Frequently asked questions

Can I scrape Google Maps without coding?

Yes. A no-code tool removes the code entirely: you pick a business category and a location, run the search, and export the results as a CSV or a database sync. There are no API keys to manage and nothing to host or maintain. With gtme.business you can do this across 3,900+ categories and 200+ countries.

Do I need a Google API key?

No. That’s the difference between a no-code tool and building against Google’s Places API yourself. The tool handles the data layer; you just describe the search and collect the output. No Google Cloud project, no keys, no billing setup on your end.

Does a Google Maps scraper return email addresses?

No — Google Maps listings don’t include email addresses, so they aren’t in the export. What you do get is the business phone number, website, and Google Maps link, which is how you reach the business (often via a contact form on its site). Be wary of any tool claiming to pull verified emails “from Google Maps.”

How many businesses can I get per search?

Up to a few hundred unique listings per search — often around 50–250, and up to ~500 only in the densest categories. It’s a focused, deduplicated list rather than a complete list of every business in the city. One search = one location × one search term.

What’s the cheapest way to start?

Free. New gtme.business accounts get 20 searches with no card, so you can run real searches before committing. After that, plans start at $35/month, and pricing is by search (locations × search terms), not per lead.

The no-code way to scrape Google Maps for leads