Best Google Maps Scraper in 2026: 7 Tools Compared for Lead Generation

Disclosure first: we build MapsLeadExtractor, which is #1 on this list. Weigh our ranking accordingly. We've tried to describe every tool, including ours, by what it actually returns and costs, and to say where another tool is the better fit.

Most scrapers return the same raw Google Maps data, because the source is the same. What separates them for agencies is what happens after extraction: whether the tool audits each business's website, how it finds emails, and how many manual steps sit between "run a search" and "I have a list I can email today."

Here's our honest breakdown of the 7 best Google Maps scrapers for 2026, ranked by what matters most for agencies selling websites, SEO, and local digital services.

What Makes a Google Maps Scraper the "Best" for Agencies?

Raw extraction speed is the least important metric. Every tool on this list pulls Google Maps data: the source is the same, so the data is the same. The real differentiators are:

• Defect detection: Does it tell you which businesses have no website, slow load times, missing SSL, or poor mobile UX? That's the sales angle agencies need.
• Email quality: scraped emails go stale, and bounces hurt sender reputation. Woodpecker's benchmark data counts a bounce rate below 2% as good (Woodpecker, 2026), so verify any list before you send.
• Time to pitch-ready list: How many manual steps between "run scrape" and "send cold email"?
• Pricing model: Pay-per-record costs balloon fast when you need to discard 80% of unqualified results.
• Ease of use: If your agency's lead gen depends on one technical person, it's not a system. It's a dependency.

The 7 Best Google Maps Scrapers in 2026

#1 MapsLeadExtractor: Best for Qualified Agency Leads

Best for: Web design agencies, SEO consultants, and freelancers who need leads with a specific, pitchable problem, not just phone numbers.

The fundamental difference between MapsLeadExtractor and every other tool on this list is defect detection. A search for plumbers in Austin doesn't just return a list of plumbers. It returns each one flagged for with no website, slow page speed, missing SSL, or poor mobile UX: the exact problems your agency sells solutions to. This runs inside the Google Maps lead scraper at scrape time, not as a separate step afterward.

How much that matters depends on the defect. In our own scan of 1,597 businesses, 29% had no website, and among the 1,120 sites we audited, about 3% lacked SSL and about 4% failed mobile checks. The no-website group is easy to find with any tool. The rarer defects are where an automated audit saves real time, because finding them by hand means opening dozens of sites per lead.

Pricing: weekly and monthly plans with a lead allowance, no pay-per-record charges. See current plans. Website audit and email extraction from the business's site are included.

Free tier: Free no-website scanner available at no-website-scan, a live preview sample with no account required.

Data export: CSV that includes the audit results per lead (SSL Enabled, Mobile Responsive, SEO Score, Performance Score).

If you want a full breakdown of how we find web design clients using this workflow, the Google Maps lead generation guide covers the end-to-end process with real numbers. If you specifically need Google Business Profile data (the listings formerly called Google My Business), the same extraction runs as a Google Business Profile scraper with the defect flags included on every record.

#2 Outscraper: Best for Raw Data Volume

Best for: Market researchers, data analysts, and agencies that need large-scale extraction and are fine qualifying leads manually.

Outscraper is a legitimate, well-built tool. Its pay-as-you-go model, with a monthly free tier, makes it attractive for occasional scraping. You get business name, phone, address, website URL, category, and rating: the standard Google Maps dataset.

The catch: you get a raw spreadsheet. If you scrape 2,000 restaurants in Chicago, you need to manually check which ones have a weak website or no website before you can write a personalized pitch. That manual step costs more in labor than the difference in subscription price.

Pricing: pay-as-you-go with a monthly free tier; enrichments like emails are separate add-ons. See Outscraper's pricing page for current rates.

What's missing: Website audit (SSL, mobile, performance). You can filter for a blank website field, but you can't see what's wrong with the sites that exist.

For a detailed comparison against our tool, see the full Outscraper alternative breakdown.

#3 Apify: Best for Developers

Best for: Technical teams that want full control over extraction logic, custom actors, and infrastructure-level scraping.

Apify's Google Maps Scraper actor is one of the most configurable options available. You can set search queries, control result counts, handle pagination, export in multiple formats, and trigger runs via API. If you have a developer, Apify gives you the infrastructure to build a custom lead pipeline.

For agencies without technical staff, it's the wrong tool. You're effectively building a product, not buying one. Apify's pricing page lists a free plan and paid plans at $19, $199, and $999/month, and the actual cost depends on run frequency, record volume, and which add-ons you enable.

Pricing: Free plan with $5/month of usage, then $19 / $199 / $999 per month. The Google Maps Scraper itself starts at $1.50 per 1,000 places. See Apify's pricing page for current rates.

What's missing: Defect detection, non-technical UI, bundled email finding.

See how Apify compares directly in our Apify vs MapsLeadExtractor comparison.

#4 PhantomBuster: Best for Multi-channel Automation

Best for: Growth teams that want to automate outreach across Google Maps, LinkedIn, and other platforms simultaneously.

PhantomBuster's strength is orchestration: its "Phantoms" and "Flows" let you chain actions across platforms. If you want to scrape Google Maps, then automatically find LinkedIn profiles for the same businesses, then trigger a connection request sequence, PhantomBuster can do that.

For pure Google Maps lead generation without the multi-platform angle, it's overkill and requires significant setup. The tool doesn't detect web defects, so you're still doing qualification manually after extraction.

Pricing: Subscription-based tiers. See PhantomBuster's pricing page for current rates.

What's missing: Website audit, a simple non-technical interface for Maps-only work.

Full breakdown in our PhantomBuster alternative comparison.

#5 D7 Lead Finder: Best for Bulk Contact Lists

Best for: Agencies that need large contact databases fast and don't require granular web defect filtering.

D7 Lead Finder is one of the cheaper subscriptions in the category and generates contact lists from multiple sources, including Google Maps. Its strength is volume: you can pull thousands of records quickly. Its weakness is quality control: the lists are broad and require heavy filtering before they're usable for personalized outreach.

D7 doesn't detect which businesses have website problems. If your pitch requires a "you have no website" hook or a "your site loads in 7 seconds" opener, D7 won't surface that data.

Pricing: low-cost subscription. Check D7 Lead Finder for current plans.

What's missing: Website audit and list quality scoring.

See the side-by-side breakdown in our D7 Lead Finder alternative comparison.

#6 LeadSwift: Best All-in-One Option

Best for: Freelancers who want a single dashboard covering prospecting, email finding, and basic outreach without stitching tools together.

LeadSwift bundles several functions (Google Maps scraping, email finding, basic SEO checks, and outreach templates) into one platform. The "basic" SEO check does flag some website issues, though not with the depth of purpose-built defect detection. It's a reasonable starting point for solo operators who want one less subscription to manage.

Where it falls short: the defect detection is surface-level (it checks if a website exists but doesn't evaluate speed, SSL, or mobile UX in detail), and the data depth for each business is lower than specialized scrapers.

Pricing: subscription. Check LeadSwift for current plans.

What's missing: Deep defect detection (SSL, speed benchmarks, mobile UX), enterprise volume.

See how it compares for freelancers specifically in our LeadSwift vs MapsLeadExtractor breakdown.

#7 Bright Data: Best for Enterprise Scale

Best for: Large organizations that need scraping infrastructure at scale, not agencies running weekly lead gen campaigns.

Bright Data is the enterprise choice. Its proxy network, data collection platform, and ready-made datasets are built for companies running scraping operations across thousands of targets simultaneously. The Google Maps dataset it provides is clean and structured.

For a typical web design or SEO agency, Bright Data is both over-priced and over-engineered. Pricing is geared to enterprise volume and purchasing. You're also still getting raw data without defect detection.

Pricing: Custom enterprise pricing. See Bright Data's pricing page.

What's missing: Defect detection, agency-focused UI, accessible pricing for small teams.

How We Compared These Tools

We did not run a controlled benchmark of all seven tools, and we'd rather say so than publish invented test results. This comparison is based on each vendor's own pricing and documentation (linked below and checked in September 2026) and on what each tool returns for the same kind of search: a business category in a US city. We scored them on the criteria that matter to agencies:

• Data fields returned: name, phone, address, website, category, rating, review count, emails
• Website audit: whether the tool checks SSL, mobile-friendliness, and performance, or only returns the website URL
• Pricing model: per record, per event, per search, or subscription
• Technical skill required: point-and-click, configuration, or code

Which Google Maps Scraper Is Right for You?

Sources

• Outscraper Pricing: Google Maps Scraper per-record rate and free-tier thresholds.
• Apify Pricing: monthly plans and compute-unit usage model.
• Bright Data Pricing: enterprise product pricing structure.
• PhantomBuster Pricing: subscription plan tiers.