Tutorial 2026-07-07 9 min read

How to Scrape Google Maps for Leads (No Code, 2026 Guide)

You can build a targeted list of 1,000+ local business leads from Google Maps in about 15 minutes, without writing code: search Apify's Google Maps Scraper, enter your niche and city, run it, and export a CSV with names, ratings, review counts, websites and contact details.

Google Maps is the largest free database of local businesses on earth — and unlike purchased lead lists, the data is current, reviewable, and costs nothing but a few compute credits. This guide is the exact process, including the filtering tricks that separate a spreadsheet of names from a list of real prospects.

Why Google Maps is the best free lead database

Every local business that wants customers keeps its Google Maps listing current — it is their storefront. That means the data you scrape today reflects reality today: active businesses, current hours, real review velocity.

Compare that to purchased lead lists: aggregated months ago, sold to dozens of buyers, and decaying by the day. Fresh public data beats stale purchased data every time.

Step-by-step: your first extraction in 15 minutes

Using Apify's Google Maps Scraper (the most popular Actor in the store):

Create a free Apify account the $5 monthly credit covers this entire tutorial several times over
Find the Actor search "Google Maps Scraper" in the Apify store
Set your search "marketing agencies in Austin" or "dentists in Lyon" — niche plus city
Set limits start with 200 results to keep the run fast and cheap
Run and export download as CSV or Excel when the run finishes

Go narrow on the first run: one niche, one city, 200 results. A focused list you act on beats a giant list you never touch.

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Apify

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Web scraping and automation platform — Free / $49/mo Starter

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Filtering: turn raw data into real prospects

Raw exports need one pass of judgment. The filters that matter for lead quality:

Review count 10-200: active enough to care, small enough to need help
Rating 3.5-4.5: good businesses with visible room to improve (your pitch writes itself)
Has a website but weak social presence: they invest, just not well yet
No website at all: for web design and marketing services, the warmest leads on the list

A spreadsheet tool with natural-language queries makes this a five-minute job — ask "show businesses with no website and 20+ reviews" instead of writing formulas.

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PopAi AI Sheets

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AI-powered spreadsheets and templates — Free / $9.99/mo

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The legal rules, plainly stated

Scraping publicly available business data from Google Maps is legal in most jurisdictions — business names, addresses, phone numbers and websites are public commercial information. Courts (notably hiQ v. LinkedIn) have consistently treated public web data as collectable.

Collecting data and emailing it are governed by different laws. Cold outreach must comply with CAN-SPAM (US) or GDPR/ePrivacy (EU): business contact details only, honest sender identity, working unsubscribe. Scraping is legal; spam is not.

What to do with the list (the part that makes money)

A lead list is an asset only when activated. The three highest-ROI plays:

Cold email with proof: reference their actual listing ("saw your 4.2 rating across 87 reviews") — personalization at scale
Audit-led outreach: run their website through a speed/SEO check, send the findings free
Market research first: even if you never email anyone, the list reveals market size, density and competition in any niche

Fifteen minutes from now you can have 200 qualified local prospects in a spreadsheet — businesses that are publicly asking to be found. Run one narrow extraction today, filter it to fifty, and contact the best ten this week.

FAQ

Is scraping Google Maps for leads legal?

Yes, in most jurisdictions — business names, addresses, phone numbers and websites are public commercial information. What you do with the data is regulated separately: cold email must comply with CAN-SPAM or GDPR, with honest identity and working unsubscribe.

Can I scrape Google Maps without coding?

Yes. Apify's Google Maps Scraper is a pre-built tool: enter a niche and city, set a result limit, click Run, and download a CSV with names, ratings, reviews, websites and contact details. No code, no proxies, no setup.

How much does it cost to scrape Google Maps leads?

A 200-1,000 result extraction fits inside Apify's free $5 monthly credit. Regular lead building across multiple niches and cities runs on the Starter plan at $49/mo — versus hundreds of dollars for a single stale purchased list.

What data can you get from Google Maps scraping?

Business name, category, full address, phone, website, Google rating, review count, opening hours, and listing URL. Review count and rating are the most useful fields for qualifying lead quality.

How do I turn a Google Maps scrape into customers?

Filter to quality (10-200 reviews, rating 3.5-4.5), then reach out with specifics: reference their actual rating and review count, or send a free mini-audit of their website. Generic blasts get ignored; specific observations get replies.

Tools mentioned in this article

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