What is Google Maps Scraper Kit?

Google Maps Scraper Kit is an open-source, local-machine lead generation tool that scrapes business records from Google Maps and automatically visits their websites to extract verified emails and social media profiles.

How does the tool find emails when Google Maps doesn't list them?

The scraper takes the website URL found on Google Maps and deploys an automated secondary crawler to scan the homepage, /contact, and /about pages for verified email addresses using regex and mailto: tags.

Is scraping Google Maps legal for B2B lead generation?

Yes. Extracting publicly accessible business information (name, public phone number, public business address, published business email) for legitimate B2B outreach is standard industry practice, provided you respect local data privacy laws (such as CAN-SPAM and GDPR).

Do I need to buy expensive residential proxies to run this scraper?

For small to medium batches (500 to 2,000 leads per week), you can run it directly on your standard home internet connection using human-like scroll delays. For large-scale agency operations (10,000+ leads daily), rotating residential proxies are recommended.

How does Claude automate the scraping process?

Claude can be integrated via Claude Code or API to dynamically formulate search keywords for sub-niches, handle pagination obstacles, format raw output CSVs, and draft personalized cold outreach messages for every scraped business.

[MAPS_LEAD_EXTRACTOR.sh / exe] ⚡

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Google Maps Scraper Kit: Scrape Unlimited Local Leads Free ⚡

Stop paying $200–$500/month for Apollo, ZoomInfo, or D7 Lead Finder. Run this open-source Google Maps Scraper Kit locally on your machine with Claude to extract verified business names, phone numbers, emails, addresses, and social media handles in any city.

⚡ TL;DR

Google Maps Scraper Kit is an open-source, local-machine data pipeline hosted on GitHub that automates extracting verified B2B leads from Google Maps. You input a target city (e.g. “Miami, FL”) and a business category (e.g. “Roofing Contractors”), and the kit extracts all matching local companies.

Complete Lead Profiles: Extracts business name, verified phone number, physical address, review score, total reviews, and official website URL.
Secondary Deep Crawler: Automatically navigates to each business website to scrape direct email addresses and connected social channels (Instagram, Facebook, LinkedIn, Twitter/X, TikTok).
100% Free & Private: Runs locally on your computer with zero monthly SaaS fees and zero database limits.

Why Google Maps Scraper Kit Outperforms Paid Lead Databases

Traditional lead databases charge per export credit and often provide stale data from 2023. Here is how local scraping flips the economics in your favor:

📊 Unlimited Export Volume

No 500-lead monthly caps or tier upgrades. Scrape 5,000 or 50,000 local businesses across multiple cities without spending a dime.

🔍 Deep Social & Email Crawl

Visits each business website automatically to capture active Instagram handles, Facebook pages, and verified owner inbox emails.

🤖 Claude Agent Automation

Claude orchestrates search queries, handles infinite scrolling pagination, and formats messy outputs into ready-to-contact lead lists.

Step-by-Step Setup Guide: Launching on Your Machine

You can set up and run the Google Maps Scraper Kit in less than 5 minutes on Windows, macOS, or Linux:

Step 1: Clone the Official GitHub Repository

Clone the open-source repository from GitHub to your computer:

                  git clone https://github.com/Mahanaicoach/google-maps-scraper-kit.git
cd google-maps-scraper-kit
                

Step 2: Install Python Dependencies & Headless Chromium

Ensure you have Python 3.10+ installed. Install the requirements and Playwright browser binaries:

                  pip install -r requirements.txt
playwright install chromium
                

Step 3: Define Your Target Niche & Geographic Location

Open config.json (or pass CLI arguments) and specify the search terms you wish to scrape:

                  {
  "search_queries": [
    "Cosmetic Dentists in Chicago, IL",
    "HVAC Repair Contractors in Phoenix, AZ"
  ],
  "scrape_website_emails": true,
  "scrape_social_links": true,
  "max_results_per_query": 200
}
                

Step 4: Execute the Scraper

Run the scraper with a single terminal command:

                  python scraper.py --output output/leads.csv
                

The tool will launch a background headless browser, scroll through Google Maps listings, parse each business card, visit their external websites to extract emails and social media links, and save the formatted results into output/leads.csv.

How the Deep Website Social & Email Enrichment Works

Google Maps purposely suppresses direct email addresses to encourage paid Google Ads clicks. Google Maps Scraper Kit bypasses this hurdle through a 2-stage enrichment protocol:

Stage 1 (Maps Harvester): Collects Business Title, Verified Phone Number, Full Street Address, Google Review Rating (e.g. 4.8★), Total Review Count, and official Website URL.
Stage 2 (Website Deep Crawler): The script navigates to the extracted website URL and scans the DOM tree across three high-probability endpoints:
- The Homepage (/)
- The Contact Page (/contact, /contact-us, /reach-us)
- The About Page (/about, /team, /our-story)
Regex Email Filtering: Filters out generic spam traps (like sentry@... or wix@...) while keeping high-intent inboxes (info@..., contact@..., dr.smith@...).
Social Handle Extraction: Detects direct links to Instagram, Facebook, LinkedIn, TikTok, and Twitter/X profiles for multi-touch follow-ups.

The 10 Lakh / $12,000/Month Agency Outreach Playbook

Having 1,000 clean leads is meaningless without an irresistible offer. Here are 3 high-margin agency offers you can sell to these scraped businesses immediately:

Service Offer	Target Prospect Criteria	Retainer Value	Outbound Pitch Angle
Google Map Pack (Top 3) Optimization	Businesses with 4.5+ stars but ranked on Page 2 or 3 of Maps	$1,000–$2,500 / month	“You have 120 great reviews, but your competitor with 40 reviews is getting 80% of local calls because they rank in the Top 3 Map Pack. Here is our 30-day fix.”
AI Missed-Call Text-Back Bot	Busy local contractors, plumbers, and clinics with high call volume	$500 setup + $299/mo	“62% of calls to local contractors go to voicemail, and those customers call the next competitor. Our AI bot texts them in 5 seconds and books the appointment.”
Modern Speed & Mobile Web Redesign	Businesses with outdated HTTP sites, slow load times, or no mobile responsiveness	$2,500–$5,000 project fee	“Your website takes 6.2 seconds to load on mobile and loses 40% of visitors before they see your phone number. We built a 1-page modern preview for you here.”

Copy-Paste Multi-Channel Outbound Template

Use this high-converting cold email template customized with the exact data points extracted by your Google Maps Scraper Kit:

HIGH-CONVERTING COLD SCRIPT

The 3-Point Local Value Pitch

This email leverages specific data fields ({Business_Name}, {City}, {Review_Count}) scraped directly by the tool to create instant relevance.

Subject: quick question regarding {Business_Name}'s local ranking in {City}

Hi {Owner_Name / Team},

I came across {Business_Name} on Google Maps while researching top-rated {Category} providers in {City}.

Congrats on your {Review_Rating}★ rating across {Review_Count} reviews—your customers clearly love your work.

However, I noticed that when people in {City} search for "{Category} near me", your listing currently shows up at position #{Rank_Position} on Google Maps, which means {Competitor_1} and {Competitor_2} are capturing roughly 75% of incoming phone calls.

We recently helped another local {Category} provider in your region jump into the Top 3 Map Pack in 28 days, increasing their weekly inbound booking calls by 42%.

I recorded a short 90-second video audit showing exactly why Google is ranking those two competitors above you and the 3 quick adjustments you can make to pass them.

Would you be open to me sending that video link over? (No pitch, just the breakdown).

Best regards,

Somya Nayak
Growth Strategist & Local Systems Architect
somyanayak.com

Best Practices for Anti-Blocking & Safe Scraping

Google employs automated bot detection to prevent aggressive scraping. To keep your scraping runs uninterrupted, follow these operational rules:

Humanized Scrolling Delays: Never scrape at maximum automated speed. Set random wait intervals between 1.5 to 3.8 seconds between scroll events to mimic natural human reading behavior.
Headless User-Agent Randomization: The kit includes rotating User-Agent strings and disabled WebGL automation flags (navigator.webdriver = false) to prevent Google from triggering CAPTCHA challenges.
Batch Sizing: Run targeted batches of 200–500 listings per search query rather than attempting to scrape entire states in a single execution loop.

Frequently Asked Questions

How many leads can I realistically scrape per day?

On a standard residential home connection with randomized delays, you can comfortably scrape 1,500 to 3,000 complete lead records per day without triggering IP rate limits or verification puzzles.

What output formats does Google Maps Scraper Kit export?

The kit exports clean, standardized .csv and .json files ready for direct import into popular cold email platforms (Instantly, Smartlead, Lemlist) or CRMs (HubSpot, GoHighLevel).

Can this tool extract leads in international cities?

Yes! It supports global queries across India, the United States, the UK, Canada, Australia, the UAE, and Europe. You can enter queries in English or local regional languages.

Is this kit completely free to use?

Yes, the repository is 100% free and open-source under the MIT license. There are zero subscriptions, zero paid APIs, and zero locked features.

Engineered by Somya Nayak

Growth Strategist & AI Systems Architect. Scaling B2B revenue, building autonomous client acquisition infrastructure, and engineering high-ROI outbound workflows.

Book a 1:1 Consultation ⚡ Get in Touch