Google Maps Lead Scraper: 8 Tools Tested (2026)

Best Google Maps Lead Scrapers in 2026 (8 Tools Tested)

Your agency client wants 10,000 local restaurant leads. You search Apollo, get 200 results - half are chains. You try Instantly's lead finder, same story. These tools were built for B2B SaaS prospecting, not local business targeting. A Google Maps lead scraper solves this because Google Maps indexes over 200 million businesses worldwide, and every one of them has a name, address, phone number, and often a website sitting right there.

The gap between what's on Maps and what's in your CRM is the entire opportunity. The trick isn't scraping - that part's straightforward. It's turning raw Maps data into verified, deliverable contact lists that don't torch your sender reputation on the first sequence.

Our Picks (TL;DR)

For most agencies scraping under 50K leads per month, Outscraper for scraping plus Prospeo for enrichment is the best-value pipeline. Period.

How Maps Lead Scraping Works

Most people think it's one step: scrape Maps, get leads. It's actually four.

Step 1 - Search. Define your query: "plumbers in Dallas" or "restaurants in Brooklyn." Google's own Places API caps results at roughly 60 per query and gives a $200 monthly credit, then charges $7 per 1,000 additional loads. That cap is exactly why dedicated scrapers exist - they bypass the API and pull hundreds or thousands of results per search.

Step 2 - Scrape. The extractor pulls business name, address, phone, website URL, ratings, hours, and categories. This is the commodity step. Most tools handle it well.

Step 3 - Enrich. Here's where it gets real. Only ~30-70% of SMB websites actually publish an email address. The rest come back blank. You need a dedicated email finder to match scraped business domains to verified decision-maker contacts.

Step 4 - Verify. Raw emails bounce. Verified emails book meetings. Run every address through verification before it touches a sequence. Some tools collapse steps 3 and 4 into one, which saves time and catches bad addresses before they damage your domain.

If you want a broader framework for turning raw lists into usable contacts, see our guide to lead enrichment.

8 Best Tools for Maps Lead Generation

Prospeo

Prospeo isn't a Maps scraper - it's the tool you use after scraping to turn business domains into verified decision-maker emails and direct dials. You scraped 5,000 plumbers. Half the email column is blank. Prospeo fills it.

Upload a CSV of domains, and you get decision-maker emails at 98% accuracy from a database spanning 300M+ professional profiles and 143M+ verified emails. Need phone numbers? The 125M+ verified mobile database delivers direct dials with a 30% pickup rate. The 5-step verification process handles catch-all domains, spam traps, and honeypots - so you're not guessing whether an address is real. And the 7-day data refresh cycle means you're not emailing someone who left six months ago. We've seen that refresh cadence catch contact changes other tools missed for weeks.

If you're comparing verification options across vendors, our roundup of email verification tools is a good next read.

Use this if: You've already got scraped data from Outscraper, Scrap.io, or any tool below and need verified contact information for the actual humans who run those businesses. The Chrome extension with 40K+ users also lets you enrich contacts one-by-one from any website. Native integrations with Instantly, Smartlead, and Lemlist mean enriched leads flow straight into sequences.

If you're building a full outbound stack, you may also want a dedicated SDR tool to manage workflows end-to-end.

Skip this if: You need the scraping step itself. Pair Prospeo with any scraper on this list for the full pipeline.

Pricing starts free - 75 verified emails and 100 Chrome extension credits per month. Paid plans run ~$0.01 per email with no annual contracts.

Outscraper

The most transparent pricing in the Maps scraping space, and a commonly recommended tool in cold email communities for local lead generation.

Use this if: You want pure pay-as-you-go with no subscription. Outscraper's pricing gives you 500 free businesses, then $3/1,000 records up to 100K, dropping to $1/1,000 after that. No monthly fees. Tiers reset every 30 days, and prepaid credits never expire. They also offer email enrichment at $3/1,000 domains and verification at $3/1,000 emails as add-ons, plus Zapier and HubSpot connections.

Skip this if: You need pre-filtered databases with advanced segmentation. Outscraper scrapes what you search for - it doesn't maintain a pre-indexed database with filters like claimed listings or ad pixel detection.

For a 10,000-lead scrape, you're looking at about $30. Add email enrichment and verification, and total cost lands around $60. Hard to beat for occasional or project-based scraping.

If you want more options in this category, see our list of outbound lead generation tools.

Scrap.io

Scrap.io takes a different approach: instead of scraping on demand, it maintains a pre-indexed database of Google Maps businesses that you search and export from. Think of it as a local business version of Apollo or ZoomInfo.

Use this if: You need advanced filtering - claimed vs. unclaimed listings, price range, rating thresholds, review counts, ad pixels on the website, social media presence. It's one of the deepest segmentation sets among Maps tools. The consensus on r/sales and r/coldemail is that it delivers "really good valid emails for local businesses."

Here's a prospecting angle most people miss: businesses without claimed Google Business Profile listings are often underserved. Web design agencies and local SEO shops use Scrap.io's unclaimed listing filter specifically to find prospects who need help. That filter alone justifies the subscription for some teams.

If you're building a repeatable system around this, our guide to sales prospecting techniques can help you turn lists into meetings.

Skip this if: You're price-sensitive or need occasional access. Plans run $49-$499/mo, or $35-$350/mo billed annually, and credits don't roll over. The same Reddit threads that praised the email quality called it "pretty expensive" with no pay-as-you-go option. Scrap.io's filters are unmatched, but the credit system punishes inconsistent usage.

Apify Google Maps Scraper

Developer-friendly with prebuilt actors, but the pricing math gets complicated fast. Apify's pay-per-event model breaks down like this: $4 per 1,000 places for the base scrape, plus $2 per 1,000 places to add contact details, plus $1 per filter per 1,000 places.

For 10,000 places with contact details and two filters:

• Base scrape: $40
• Contact details: $20
• Filters (2): $20
• Total: ~$80 before reviews or images

Use this if: You're already in the Apify ecosystem or need to chain scrapers with other automation actors. The platform also supports Selenium, Scrapy, and Playwright-based custom actors for tailored builds.

Skip this if: You want predictable pricing. The pay-per-event model punishes you for using features.

G Maps Extractor

A browser-based extractor with a misleading free tier. The headline says 1,000 free leads per month. The fine print on their pricing page: you can only export 10 leads per keyword search on the free plan. That gap between headline and fine print erodes trust before you've even started scraping.

Paid plans are $39/mo for 100K leads and $99/mo for 500K leads with a 7-day money-back guarantee. Convenient if you want to scrape directly from your browser without setting up a separate tool, but test the free tier carefully before committing.

Leads-Sniper

Trustpilot: 4.7/5 from 100 reviews - the highest user rating of any tool on this list.

The business model is refreshingly simple: one-time payment, typically $50-$300 depending on the license tier, and you get unlimited leads forever. No subscriptions, no expiring credits. The tool extracts 60+ data fields including place IDs, categories, socials, hours, and coordinates. No VPS or proxies required, which lowers the barrier for non-technical users. Users consistently praise the support team's responsiveness, which matters when you're troubleshooting a scrape at 11 PM.

The catch is the same one every Maps extractor shares: emails come only from what's published on the business website. No website email, no email in your export. You'll still need an enrichment step to fill the gaps. But as a pure scraping tool at a one-time price, it's the best deal on this list for teams with consistent scraping needs.

gosom (Open-Source)

Free, open-source Maps scraper with 3,400+ GitHub stars and ~120 places/minute throughput. Offers CLI, Web UI, and REST API. Email extraction via the -email flag. To run it reliably at scale, expect to pay for a proxy service ($20-$200/mo) and a server ($5-$100/mo). Best for technical teams who want full control over their scraping infrastructure and don't mind managing it.

If "docker compose up" isn't in your vocabulary, skip to a hosted tool.

Bright Data

Let's be honest - Bright Data is a waste of money unless you're pulling serious volume. Pricing starts at $500 for 200K records, which works out to $2.50/1K, with a SERP API at $3/1K results. Enterprise-grade infrastructure for enterprise-scale operations. For an agency or solo operator, you'll pay for capacity you never touch.

Pricing Comparison

Don't be fooled by the per-lead cost for Leads-Sniper and gosom - neither enriches emails beyond what's published on the business website. Add $30-$100 for enrichment to get the real number.

If you want to compare vendors that specialize in this step, see our roundup of data enrichment services.

Real Cost Per 1,000 Verified Emails

Let's do the math nobody else does. Start with 10,000 scraped businesses. Based on the ~30-70% email availability benchmark, roughly half will have a website email. That gives you ~5,000 raw emails - unverified, many stale.

Path A - Outscraper end-to-end: $30 for scraping + $15 for email enrichment + $15 for verification = $60 total. That's ~$12 per 1,000 verified emails, assuming ~5,000 verified emails from 10,000 scraped businesses. Solid, but you're working with whatever generic email the business website publishes - typically info@ or contact@ addresses that get ignored.

Path B - Outscraper + Prospeo enrichment: $30 for scraping with Outscraper, then Prospeo enrichment at ~$0.01 per verified email to find decision-maker contacts with built-in verification. Enrich 10,000 domains, get contact data back on ~83% of them, and you're looking at ~8,300 verified contacts for about $83 in enrichment. Total cost: ~$113, yielding verified decision-maker contacts at about ~$14 per 1,000.

We ran this exact pipeline for an agency client last quarter. The difference in reply rates between info@joesplumbing.com and joe.martinez@joesplumbing.com was massive - not subtle, not marginal, but the kind of gap that makes you wonder why anyone sends cold email to generic inboxes. The extra spend paid for itself on the first booked meeting.

Here's the thing: if your average contract value is under $500, Path A works fine. Generic emails perform when volume is high enough. But when you're selling services above $1,000 per engagement, the per-lead premium for decision-maker contacts isn't a cost. It's the only path that makes economic sense.

If you're trying to keep deliverability stable while scaling volume, read our guide on email deliverability.

Is Google Maps Scraping Legal?

Scraping publicly accessible data isn't automatically illegal under U.S. law, but it does violate Google's Terms of Service. Here's the practical risk checklist:

• Don't copy reviews verbatim. Reviews are copyrighted content. Scrape metadata like ratings and counts, not full review text.
• Respect rate limits. Hammering Google's servers increases legal exposure and gets your IP blocked.
• Stick to publicly accessible data. Business names, addresses, phone numbers, and websites are public. Don't bypass any authentication.
• Check local data protection laws. If you're scraping EU businesses, GDPR applies to personal data. Business contact info is generally fine; individual names require more care.
• Use the data for legitimate outreach. Commercial prospecting is standard practice. Reselling scraped datasets is riskier territory.

Thousands of businesses scrape Maps daily for local lead generation. The legal risk is low for standard commercial use, but it's not zero. If you're an agency doing this at scale, it's worth a quick conversation with legal counsel.

From Scraped Data to Booked Meetings

The scraper is step one. It gets you business names, addresses, and websites. What happens next determines whether you book meetings or burn your domain.

Here's the pipeline that works: scrape with Outscraper or Scrap.io, enrich to get verified decision-maker emails and direct dials, then push directly into your sequencer. Tools like Clay can add another enrichment layer if you want firmographic data on top, but for most local business campaigns, the scraper-to-enrichment-to-sequencer pipeline is all you need.

We've seen teams skip the enrichment step and blast info@ addresses from raw scrapes. Bounce rates hit 15-20% within the first week, deliverability tanks, and the domain takes months to recover. That $0.01 per verified email isn't a cost - it's insurance against a problem that takes 10x more to fix than to prevent.

If you're troubleshooting list quality, start with email bounce rate benchmarks and fixes.

FAQ

What data can you scrape from Google Maps?

Business name, address, phone number, website URL, ratings, review count, hours, categories, coordinates, and Google place ID. Emails aren't directly on Maps - they require crawling the business website separately, which most scrapers handle as an add-on step.

How many leads can you scrape for free?

Outscraper offers 500 free businesses. G Maps Extractor advertises 1,000 free leads but only exports 10 per keyword search. gosom is fully free and open-source but requires your own server and proxy setup - budget $25-$150/mo for infrastructure.

Why are half my scraped emails missing?

Only ~30-70% of SMB websites publish an email address. Maps scrapers can only extract what's publicly listed. A dedicated email finder like Prospeo matches business domains to verified decision-maker contacts - its 83% enrichment match rate fills most of those gaps.

Is it legal to scrape Google Maps?

Scraping publicly accessible business data isn't illegal under U.S. law, but it violates Google's Terms of Service. Risk increases if you copy copyrighted reviews, collect personal data without a legal basis, or interfere with Google's systems. Check local regulations, especially GDPR for EU contacts.

What's the cheapest way to get 10,000 leads from Google Maps?

For technical users, gosom plus ~$25-$150/mo in infrastructure handles scraping at zero per-lead cost. For everyone else, Outscraper at $30 for 10K records is the most affordable paid option. Budget another $30-$100 for email enrichment to make those leads actually usable for outreach.