How to Scrape Google Maps for Free in 2026 (No Coding Required)
If you do cold calling, run a sales agency, or just need a fresh list of local businesses, Google Maps is a goldmine. Every business listed there has a name, phone number, website, rating, and address all public, all free. The problem is getting it out of Google Maps and into a spreadsheet you can actually use. This guide shows you exactly how to do that in 2026, step by step, with no coding and no technical skills required.
In this guide
What does "scraping Google Maps" actually mean?
What data can you get from Google Maps?
Is it legal to scrape Google Maps?
How to scrape Google Maps for free step by step
Exporting your leads to CSV, XLSX, or JSON
What to do with your Google Maps lead list
Frequently asked questions
What does scraping Google Maps actually mean?
How to Build a Cold Calling Lead List for Free in 2026
Buying lead lists from data brokers is expensive, often outdated, and full of bad numbers. The good news is you don't need to pay for leads at all. This guide walks you through how to build a targeted cold calling lead list for free with real phone numbers, fresh data, and full control over the niche and geography you target.
In this guide
Why you shouldn't buy cold calling lists
What makes a good cold calling lead list?
The best free sources for cold calling leads
How to build your list using Google Maps
How to filter and qualify your leads
Loading your lead list into a dialer or CRM
Frequently asked questions
Why you shouldn't buy cold calling lists
MapsHarvest vs Apify (2026)
Apify is a powerful general-purpose scraping platform. MapsHarvest is a purpose-built Google Maps lead scraper. Here's why that distinction matters and who each tool is right for.
In this comparison
TL;DR Bottom line up front
What is Apify and who is it for?
Setup & time to first lead
Pricing comparison
US coverage & automation
Full feature table
Verdict
