Google Maps Scraper + AI Business Intelligence

Fast, low-cost Google Maps scraper with AI-powered lead scoring and personalized outreach generation. Extract businesses, reviews, emails, and social links from Google Maps — no browser needed, pure HTTP for maximum speed and minimum cost.

Features

• Search with auto-grid — Bypass Google's 20-result limit. Automatically subdivides large areas into grid cells to find hundreds or thousands of businesses
• Multi-query batch — Paste a list of searches (e.g., 50 cities x 1 category) and scrape them all in one run
• Email & social extraction — Crawl business websites to find email addresses and social media links (free, no extra charge)
• Reviews — Scrape reviews with text, rating, date, reviewer info, and owner responses
• Filters — Filter by rating range or find only businesses without a website
• AI Lead Scoring — AI analyzes each business and generates a lead score (0-100) with a ready-to-send cold email
• AI Market Report — One-click market intelligence report for your entire dataset
• CSV-friendly output — Flat fields ready for Excel, Google Sheets, or CRM import

Pricing

Event	Price
Place scraped	$4.00 / 1,000
Review scraped	$0.50 / 1,000
AI Lead Score + Outreach draft	$35.00 / 1,000
AI Market Report	$0.10 / run
Email & social extraction	Free
Platform usage	Free

Typical Run Costs

Use Case	Places	Reviews	Emails	AI	Total Cost
Quick lead search (20 places + emails)	$0.08	—	Free	—	$0.08
City-wide lead gen (200 places + emails)	$0.80	—	Free	—	$0.80
Full pipeline (200 places + emails + AI outreach)	$0.80	—	Free	$7.00	$7.80
Competitor research (100 places + 10 reviews each)	$0.40	$0.50	—	—	$0.90
Market report (500 places + AI report)	$2.00	—	—	$0.10	$2.10

Use Case Examples

1. Lead Generation — Find businesses without websites

You're a web design agency looking for prospects in Miami.

Input:

{
    "mode": "search",
    "search_queries": ["restaurants in Miami", "salons in Miami", "gyms in Miami"],
    "max_places": 200,
    "only_without_website": true,
    "get_emails": false,
    "ai_lead_scoring": true,
    "ai_goal": "web_design",
    "ai_sender_name": "Sarah"
}

What you get: 200 businesses in Miami that don't have a website, each with a lead score and a personalized email like:

Subject: Helping Miami Salons Get Found Online

Hi Bella's Beauty Lounge,

I noticed you have a great Google rating (4.8★) but no website yet — which means potential customers searching "salons near me"
might be finding your competitors first. A simple, mobile-friendly website could help you capture those local searches
and let customers book online.

Would you be open to a quick 10-minute chat about getting one set up?

Best,
Sarah

2. SEO Agency — Find businesses with weak online presence

Input:

{
    "mode": "search",
    "search_queries": ["plumbers in Dallas"],
    "max_places": 100,
    "get_reviews": true,
    "max_reviews_per_place": 5,
    "get_emails": true,
    "ai_lead_scoring": true,
    "ai_goal": "seo_marketing",
    "ai_sender_name": "Mike"
}

What you get: 100 plumbers in Dallas with their emails, reviews, and AI-generated outreach emails focused on SEO opportunities.

3. Reputation Management — Find businesses with bad reviews

Input:

{
    "mode": "search",
    "search_queries": ["dentists in Chicago"],
    "max_places": 200,
    "max_rating": 3.5,
    "get_reviews": true,
    "max_reviews_per_place": 10,
    "reviews_sort": "lowest",
    "ai_lead_scoring": true,
    "ai_goal": "reputation_management"
}

What you get: Dentists in Chicago with 3.5 stars or lower, their worst reviews, and personalized outreach pitching reputation management services.

4. Market Research — Analyze an entire market

Input:

{
    "mode": "search",
    "search_queries": ["coffee shops in San Francisco"],
    "max_places": 500,
    "ai_market_report": true
}

What you get: 500 coffee shops with full data, plus an AI market report:

{
    "type": "ai_market_report",
    "market_summary": "The coffee shop market in San Francisco is highly saturated with 500+ providers...",
    "saturation_level": "high",
    "key_findings": [
        "Average rating is 4.4★ — quality bar is high",
        "23% of shops have no website",
        "The Mission district has 3x more shops than Sunset despite similar population"
    ],
    "opportunities": [
        {
            "opportunity": "115 coffee shops have no website",
            "target_count": 115,
            "action": "Web design outreach targeting established shops (4+ stars) without web presence"
        }
    ],
    "recommendations": [
        "Focus on the Sunset and Richmond districts — underserved relative to population",
        "Target businesses with 50+ reviews but no website — established but digitally behind"
    ]
}

5. Custom B2B Sales — Sell anything to local businesses

You run a commercial cleaning company and want to pitch office cleaning to businesses.

Input:

{
    "mode": "search",
    "search_queries": ["law firms in Boston", "accounting firms in Boston", "dental offices in Boston"],
    "max_places": 100,
    "get_emails": true,
    "ai_lead_scoring": true,
    "ai_goal": "custom",
    "ai_custom_pitch": "I run CleanPro Commercial Cleaning. We provide daily office cleaning, deep cleaning, and sanitization services for professional offices. Our pricing starts at $500/month.",
    "ai_sender_name": "James from CleanPro"
}

6. Simple Scrape — Just get the data, no AI

Input:

{
    "mode": "search",
    "search_queries": ["hotels in London"],
    "max_places": 50,
    "get_emails": true
}

What you get: 50 hotels with name, address, phone, website, rating, categories, coordinates, hours, emails, and social links.

7. Scrape Specific Places by URL

Input:

{
    "mode": "place_urls",
    "place_urls": [
        "https://www.google.com/maps/place/Gramercy+Tavern/@40.7384555,-73.9885064,17z/data=!3m1!4b1!4m6!3m5!1s0x89c259a1820824bd:0x2b79dcdc251b8415",
        "https://www.google.com/maps/place/Le+Bernardin/@40.7615199,-73.9816553,17z"
    ],
    "get_reviews": true,
    "max_reviews_per_place": 20,
    "get_emails": true
}

8. Area Coverage with Bounding Box

Scrape all gyms within a specific geographic area:

Input:

{
    "mode": "search",
    "search_queries": ["gym"],
    "bounding_box": {
        "sw_lat": 40.70,
        "sw_lng": -74.02,
        "ne_lat": 40.80,
        "ne_lng": -73.93
    },
    "max_places": 500
}

Output Fields

Each place in the dataset includes:

Field	Description
name	Business name
address	Full address
phone	Phone number
website	Website URL
email	Primary email (if email extraction enabled)
emails_all	All emails found, comma-separated
category	Primary business category
categories_all	All categories, comma-separated
rating	Google rating (1.0 - 5.0)
place_id	Google Place ID
google_maps_url	Direct Google Maps link
latitude	Latitude coordinate
longitude	Longitude coordinate
description	Business description from Google
price_level	Price level ($, $$, $$$)
hours_monday ... hours_sunday	Opening hours per day
social_facebook	Facebook page URL
social_instagram	Instagram profile URL
social_twitter	Twitter/X profile URL
social_linkedin	LinkedIn page URL
social_youtube	YouTube channel URL
reviews	Array of review objects (if enabled)
ai_lead_score	Lead score 0-100 (if AI enabled)
ai_lead_reason	Why this score was given
ai_outreach_subject	Email subject line
ai_outreach_email	Personalized email draft

AI Goal Guide

When enabling AI Lead Scoring, choose the goal that matches your business:

Goal	Best For	What AI Focuses On
Web Design	Web agencies, freelance developers	Targets businesses with no website. Pitches modern web presence, online booking, competitor comparison
SEO & Marketing	SEO agencies, Google Ads specialists	Targets businesses with low visibility, few reviews, or weak online presence vs. competitors
Reputation Management	Reputation agencies, review management tools	Targets businesses with low ratings. References specific negative review themes, offers solutions
General B2B Sales	Any product/service sold to local businesses	Professional intro pitch. Describe your offering in the "Custom pitch" field
Custom	Anything else	Write your own pitch context. AI personalizes it for each business using their profile data

How Auto-Grid Works

When you search for "dentists in Chicago" with max_places: 500, the scraper:

1. Geocodes "Chicago" to a bounding box
2. Divides the area into grid cells (~2km each)
3. Searches each cell separately (20 results per cell)
4. Deduplicates results by Place ID
5. Stops when max_places is reached

This bypasses Google's 20-result-per-query limit, giving you comprehensive area coverage.

Tips

• Start small — Test with max_places: 20 first to verify data quality
• Email extraction is free — Always enable it for lead gen use cases
• Use multi-query — Instead of one broad search, use specific queries: ["pizza in Brooklyn", "pizza in Queens", "pizza in Manhattan"]
• Filter smartly — Use only_without_website: true for web design leads, or max_rating: 3.5 for reputation management leads
• AI works best with reviews — Enable get_reviews alongside AI lead scoring for more accurate scores and better outreach personalization