TL;DR
Google Maps has over 200 million business listings and zero export buttons. This tutorial covers four ways to extract business names, addresses, phone numbers, and websites — manual, API, Python scripts, and no-code browser extensions — and why most approaches miss the one thing you actually need for outreach: email addresses.
Here's what you're looking at: the same public data any Maps user can see, pulled into a clean spreadsheet without spending your afternoon clicking through listing cards one by one. Business names, addresses, phone numbers, websites, ratings, emails — the whole package — ready for outreach, analysis, or CRM import.
Extract Google Maps Data
I spent last weekend trying to copy-paste "plumbers in Austin" from Google Maps into a spreadsheet. Know how far I got? Seventeen rows. Then I fat-fingered a phone number, lost my place, and rage-closed the browser. That's the moment I realized Google Maps — with over 200 million business listings and 2 billion monthly active users source — has precisely zero "export to CSV" buttons. The data is all there, beautifully structured on screen, and completely trapped unless you know how to extract it.
Here's the kicker: Google's own Places API, which runs roughly $245 per 5,000 leads when you factor in Search plus Details calls, doesn't even return email addresses source. You pay hundreds of dollars and still get an incomplete dataset. That's like ordering a pizza and receiving dough — technically edible, but not what you paid for.
Why Manual Extraction Is a Trap
I know what you're thinking: "How hard can it be? I'll just copy and paste." For ten listings, you're right. For two hundred? You'll develop a very specific hatred for your own mouse. At roughly 10-15 listings per hour for a trained copy-paster source, a full city search becomes an all-day affair. At a $25/hour researcher rate, 500 leads costs over a thousand dollars in labor. Meanwhile, a purpose-built tool finishes in two minutes.
The real gut punch? Emails. Google Maps listings don't display email addresses source. About 85% of listings have a phone number and 60-70% have a website, but emails require a second pass — visiting each business's site and scanning the contact page. So even after your eight-hour copy-paste marathon, you still don't have what you actually need for outreach.
The Tool Landscape in 2026
I looked at seven extraction methods so you don't have to. Here's the short version:
| Method | Setup Time | Cost (5,000 leads) | Emails Included? |
|---|---|---|---|
| Manual copy-paste | Immediate | $1,000+ in labor | No |
| Google Places API | 1-2 days (dev) | ~$245 | No |
| Free Chrome extension | 1 minute | Free | Rarely |
| Python + Selenium | 2-3 days + upkeep | Dev time + proxies | Custom build |
| Apify / Octoparse | 1-3 hours | $50-200 per run | Add-on cost |
The Python route gives you full control. I've built these scrapers before, and they work brilliantly — until Google changes a CSS class name and your entire pipeline silently turns into a very expensive way to scrape empty strings. Anti-bot defenses in 2026 are dramatically stronger than two years ago source, making DIY scripts riskier than most tutorials admit.
Free Chrome extensions work for tiny jobs — 20-40 results per session — but they run from your own IP, cap at Google's 120-result-per-search limit, and skip email extraction entirely source.
The Smarter Path: No-Code Extraction
This is where I got genuinely excited. Instead of managing selectors, rotating proxies, and stitching together extraction plus enrichment manually, what if you just described what you wanted? LeadsAgent is an agentic, web-based B2B lead finder. You type "dentists in Miami with no website," and the agentic workflow discovers matching businesses, gathers available public website and contact signals, enriches records, and reports field-level status before review and export.
It can return available business name, address, phone, email, website, reviews, ratings, social links, category, and hours. The No-Website Filter is a standout for agencies targeting businesses that need web design or SEO services. The Free plan includes 1,000 free leads; use the current pricing page for paid limits and terms. If you're running outreach for an agency, open LeadsAgent and start with a prompt.
Compliance and Practical Advice
Is this legal? Short answer: scraping publicly available business data — names, addresses, phone numbers — is generally permissible in the US under the hiQ Labs v. LinkedIn precedent (2022) source. Google's Terms of Service prohibit automated access source, so the legal ground sits between "courts protect public data" and "Google can block you." For outreach, follow CAN-SPAM — valid sender info, unsubscribe links, physical address. Personal data triggers GDPR and CCPA, so stick to business contact info.
For freshness: business phone numbers change less than 5% per year, but re-scrape every 60-90 days for active campaigns source.
FAQ
Can I export Google Maps search results directly to Excel? Not without a tool. Google Maps has no native export button for search results. You need a scraper — browser extension, Python script, or cloud platform — to convert listings into CSV, Excel, or JSON.
Does Google Maps display email addresses on business listings? No. Emails must be extracted from each business's website by visiting the contact page, footer, or about page. Purpose-built tools include this as a second enrichment step.
How many results can I pull per Google Maps search? Google caps visible results at roughly 120 per search query. To exceed that, split searches by location — neighborhoods, ZIP codes — or narrower categories, then merge the exports.
What's the email hit rate when extracting from Maps? Expect 40-55% from website scraping alone, and 70-80% when combining with a paid email-finder API. About 20-30% of small businesses have no discoverable public email source.
Is scraping Google Maps data legal? Public business data is generally protected under US case law (hiQ Labs v. LinkedIn). Google's ToS prohibit automated extraction. Personal data triggers GDPR/CCPA protections. Consult an attorney for your specific use case.
How often should I refresh scraped Maps data? Every 60-90 days for active outreach lists. Phone numbers and addresses change slowly — under 5% yearly — but new openings and closures shift monthly source.
What fields can I extract from Google Maps? Business name, full address, phone number, website URL, star rating, review count, category, hours, GPS coordinates, and place URL. Emails require website enrichment.
Which tool is best for non-technical users? Agentic, no-code web workflows like LeadsAgent offer a prompt-to-spreadsheet path for B2B lead discovery without requiring you to maintain selectors or an API integration. Open LeadsAgent and describe your target market.
