Google Maps Scraper Free 2026: 5 Ways to Extract Business Data Without Paying

You need business leads. Google Maps has millions of them sitting in the open -- business names, phone numbers, websites, addresses, ratings, reviews. The problem is that Google Maps has no export button. You cannot download a list of 100 plumbers in Chicago or 200 dentists in Miami. You have to click on each listing, one at a time, and copy the information by hand.

That is where a Google Maps scraper comes in. A scraper automates the process of extracting data from Google Maps and organizing it into a spreadsheet. Some scrapers are free. Some cost hundreds of dollars a month. And some charge a few dollars per search.

In this guide, we compare every free method available in 2026 for scraping Google Maps. We will cover the pros, cons, and limitations of each approach so you can pick the one that fits your workflow. If you just want the fastest option, skip ahead to Method 1.

What Data Can You Extract from Google Maps?

Before we dive into the methods, here is exactly what a Google Maps scraper can pull from each business listing:

• Business name -- the official name of the business as it appears on Google
• Phone number -- the primary contact number listed on the Google Business Profile
• Website URL -- the link to the business website, if one is listed
• Full address -- street address, city, state, and zip code
• Google rating -- the star rating from 1.0 to 5.0
• Review count -- the total number of Google reviews
• Business category -- how Google categorizes the business (e.g., "Dentist," "Plumber," "Restaurant")
• Operating hours -- the hours listed on the Google Business Profile
• Google Maps URL -- a direct link to the business listing on Google Maps

This data is publicly available on Google Maps. A scraper just collects it faster than you can by hand. Here is a sample of what the extracted data looks like:

Sample Extracted Data: Plumbers in Austin, TX

Every method below will produce data in this format. The difference is how much effort it takes and how many leads you can extract.

Method 1: LeadFinder (Easiest Free Option)

LeadFinder is a web-based Google Maps scraper that requires zero setup, zero installation, and zero coding knowledge. You type a business type and a city, click search, and get results in under two minutes.

How It Works

1. Go to leadscraper-coral.vercel.app
2. Enter a niche (e.g., "plumbers") and a city (e.g., "Austin, TX")
3. Click "Find Leads"
4. Get 5 leads instantly for free -- business name, phone, website, address, rating, and reviews
5. Download the full list of 100+ leads as a CSV file for a one-time $5 payment

Why LeadFinder Is the Best Free Google Maps Scraper

• No installation required. It runs entirely in your browser. No Chrome extension, no Python, no API keys.
• Real-time data. Every search scrapes Google Maps live, so you always get the most current information available.
• Free tier with no signup. You get 5 free leads per search without creating an account or entering a credit card.
• One-click CSV export. Download your leads as a CSV file that opens directly in Excel, Google Sheets, or any CRM.
• Works for any niche and any city. Dentists in Miami, roofing contractors in Dallas, restaurants in London -- it works globally.

Limitations

The free tier gives you 5 leads per search. If you need the full list of 100+ leads, it costs $5 per search. There is no monthly subscription and no recurring charges. You pay only for what you use.

Method 2: Manual Copy-Paste from Google Maps

The most basic method. Open Google Maps, search for a business type in a city, and manually copy the information from each listing into a spreadsheet.

Step-by-Step Process

1. Open maps.google.com
2. Search for your target (e.g., "dentists in Houston")
3. Click on the first result in the left panel
4. Copy the business name, phone, website, address, and rating
5. Paste into a spreadsheet
6. Click the back arrow and repeat for the next listing

Pros

• Completely free -- no tools or software needed
• No risk of account bans or rate limiting
• You can verify each listing as you go

Cons

• Extremely slow. Expect 2 to 3 minutes per lead, meaning 100 leads takes 3 to 5 hours.
• Error-prone. Manual data entry inevitably introduces typos and missed fields.
• Google Maps only shows about 20 results per search. To get more, you need to zoom into different areas or modify your search terms.
• Not scalable. If you need leads regularly, this approach is not sustainable.

This method is fine if you need 10 to 20 leads once. For anything beyond that, use an automated tool.

Method 3: Chrome Extensions for Google Maps Scraping

Several Chrome extensions can scrape Google Maps data directly from your browser. These extensions add an "Export" or "Scrape" button to Google Maps and pull data from the search results into a spreadsheet.

Popular Free Chrome Extensions

• Instant Data Scraper -- a general-purpose scraper that can detect data tables on any page, including Google Maps. Free with no limits, but requires manual configuration for each search.
• Data Scraper (by Data Miner) -- offers pre-built "recipes" for common sites including Google Maps. Free tier allows 500 rows per month.
• Leads Sniper -- purpose-built for Google Maps. Extracts business data in one click. Free tier typically limited to 20-50 results.

Pros

• Easy to install -- just add the extension to Chrome
• Faster than manual copy-paste
• Some extensions are completely free

Cons

• Free tiers are heavily limited (typically 20-500 results per month)
• Data quality varies. Some extensions miss phone numbers or grab incorrect fields.
• Extensions break frequently when Google updates its Maps interface
• Your browser must remain open during the entire scraping process
• Google may flag your account for unusual activity if you scrape too aggressively

Method 4: Python Scripts (For Developers)

If you are comfortable writing code, you can build your own Google Maps scraper using Python. The most common approaches use Selenium, Playwright, or the official Google Places API.

Option A: Selenium or Playwright (Web Scraping)

These libraries automate a real browser to navigate Google Maps and extract data from the page. Here is a simplified example of the approach:

# Simplified example - not production-ready
from selenium import webdriver
from selenium.webdriver.common.by import By
import time

driver = webdriver.Chrome()
driver.get("https://www.google.com/maps/search/dentists+in+miami")
time.sleep(5)

results = driver.find_elements(By.CSS_SELECTOR, "div.Nv2PK")
for result in results:
    name = result.find_element(By.CSS_SELECTOR, "div.qBF1Pd").text
    print(name)

driver.quit()

Option B: Google Places API (Official)

Google offers an official Places API that returns structured business data. However, it is not free for bulk use. You get a $200 monthly credit (roughly 10,000 basic searches), and after that you pay per request.

Pros of Python Scripts

• Complete control over what data you extract
• Can be customized for specific needs
• No dependency on third-party tools

Cons of Python Scripts

• Requires Python programming knowledge
• Google Maps actively blocks automated scraping. You will need to handle CAPTCHAs, rate limiting, proxy rotation, and browser fingerprinting.
• Maintenance burden. Google changes its page structure regularly, breaking your scraper every few weeks.
• Setup time. Plan on 10 to 40 hours to build a reliable scraper from scratch.
• Infrastructure costs. Running headless browsers at scale requires servers, proxies, and CAPTCHA-solving services that cost $50 to $200 per month.

Unless you enjoy the technical challenge, building your own scraper is not worth it when tools like LeadFinder already handle all of this for you.

Method 5: Apify and Cloud Scraping Platforms

Cloud scraping platforms like Apify, Bright Data, and ScrapingBee offer pre-built Google Maps scrapers that run on their servers. You configure the search parameters, run the scraper, and download the results.

How Cloud Scrapers Work

1. Sign up for an account on the platform
2. Find the Google Maps scraper in their marketplace
3. Enter your search query (niche + city)
4. Set the number of results you want
5. Run the scraper and wait for results
6. Download the data as CSV or JSON

Pros

• No coding required (though some technical knowledge helps)
• Runs on their servers so you do not need your own infrastructure
• Can handle large volumes (thousands of listings)

Cons

• Free tiers are very limited (typically $5 worth of credits)
• Pricing can be confusing (credits, compute units, platform fees)
• Learning curve for configuring scrapers correctly
• Results are not instant -- scraping runs can take 10 to 30 minutes
• You may need to clean the data manually after extraction

Comparison: All 5 Methods Side by Side

What to Do After You Scrape Google Maps

Extracting data is only the first step. Here is how to turn raw Google Maps data into actual revenue:

Step 1: Clean and Organize Your Data

Open your CSV file in Excel or Google Sheets. Remove any duplicate entries, fix formatting issues, and delete listings that are missing phone numbers or websites. A clean list converts better than a large messy one.

Step 2: Qualify Your Leads

Not every business on Google Maps is a good prospect. Use the data you scraped to filter and prioritize:

• No website listed? These businesses clearly need web design, SEO, or digital marketing services.
• Low rating (below 4.0)? They might need reputation management help.
• Few reviews (under 10)? They probably need help with customer engagement and marketing.
• High rating and many reviews? They are successful and may be ready for expansion services.

For a complete qualification framework, read our guide on how to find local business leads.

Step 3: Start Your Outreach

Once your list is qualified, it is time to reach out. The most effective approach for local businesses is a combination of cold calling and cold email. Check out our cold outreach guide for local businesses for templates and scripts that actually work.

Step 4: Track Your Results

Keep a record of every contact attempt, response, and outcome. Over time, you will learn which niches respond best, which cities are most profitable, and which outreach messages convert at the highest rate. This data is more valuable than the leads themselves.

Frequently Asked Questions

Is it legal to scrape Google Maps?

The data on Google Maps is publicly available. Courts in several jurisdictions have ruled that scraping publicly available data does not violate computer fraud laws. However, Google's Terms of Service do prohibit automated scraping. Tools like LeadFinder handle this complexity for you so you do not need to worry about technical or legal considerations. For more details, read our guide on the legality of Google Maps data extraction.

How many leads can I get for free?

With LeadFinder, you get 5 leads per search for free. There is no limit on the number of searches you can run, so technically you can get an unlimited number of free previews across different niches and cities. The full list of 100+ leads per search costs $5.

What format does the data come in?

LeadFinder exports data as a CSV file. CSV files open in Excel, Google Sheets, LibreOffice, Numbers, and virtually every CRM and marketing platform. You can also view the data directly on the results page before downloading.

Can I scrape Google Maps for free with no limits?

The only truly unlimited free method is manual copy-paste, which is impractical for more than 20 leads. Every automated tool either has a free tier with limits or charges for full access. LeadFinder offers the most generous free tier (5 leads per search, unlimited searches) with the lowest paid tier ($5 per full list).

Do I need to install anything?

Not if you use LeadFinder. It runs entirely in your browser. Methods 3 through 5 require installing software (Chrome extensions, Python, or creating accounts on cloud platforms).

The Verdict: Best Free Google Maps Scraper in 2026

If you want the fastest path from "I need leads" to "I have a spreadsheet full of qualified prospects," LeadFinder is the clear winner. No setup, no coding, no extensions to install. Just type a niche, type a city, and get leads.

For developers who enjoy building tools, a Python script gives you complete control but requires significant time investment. Chrome extensions offer a middle ground but break frequently and have tight free-tier limits.

The best Google Maps scraper is the one that actually gets you leads today, not the one you plan to set up next week. Start with LeadFinder, get your first leads in the next two minutes, and build your prospect list from there.