What is the best Google Maps data extractor in 2026?

Lead Finder is the best Google Maps data extractor for most B2B teams because it is a desktop app with Deep-Scan AI grid scanning, unlimited extraction on a flat $20/year license, and no per-row API fees.

What is the difference between a Google Maps scraper and a data extractor?

They refer to the same category of tool — software that collects business listing data from Google Maps into CSV or Excel. "Extractor" is common in sales tools; "scraper" is common in developer communities.

Are free Google Maps scrapers good enough for agencies?

Free Chrome extensions and GitHub scripts work for tiny one-off lists but break on UI updates, stop at 120 results, and lack anti-ban protection needed for repeatable agency prospecting.

How do you bypass the Google Maps 120-result limit?

Grid-based Deep-Scan tools divide a city into hundreds of coordinate zones and query each zone separately, then deduplicate results — capturing thousands of businesses a single search misses.

Is Outscraper or Lead Finder cheaper at 50,000 rows?

At 50,000 rows Outscraper-style pricing at $2 per 1,000 rows costs roughly $100+ per campaign versus Lead Finder flat $20/year unlimited on desktop.

Best Google Maps Data Extractor in 2026 – Top 10 Ranked & Compared

Best Google Maps Data Extractor in 2026: Top 10 Ranked

The best Google Maps data extractor for most B2B teams is a desktop app with grid-based scanning and a flat yearly license — not a per-row cloud API. We tested and scored ten tools agencies and founders evaluate most: Lead Finder, Outscraper, Phantombuster, Apify, extensions, and open-source scripts.

TL;DR — Editor's verdict

Lead Finder ranks #1 for non-technical users. Deep-Scan AI bypasses the 120-result limit, runs on your local IP, and costs $20/year unlimited — 10–100× cheaper than cloud APIs above 10,000 rows/month. See full product page.

How we ranked these Google Maps data extractors

Each tool was scored on five weighted factors relevant to B2B lead generation — not developer playground features. We ran identical city-level extractions where possible and documented row caps, export fields, and total cost at 10k and 100k rows.

Factor	Weight	What we measured
120-limit bypass	25%	Can the tool extract full city coverage, not just the first viewport?
Total cost at 10k+ rows	25%	Flat license vs per-row API pricing over a month of agency use.
Ease of use (non-dev)	20%	Can a marketer run it without Python or Postman?
Data fields exported	15%	Phone, website, rating, reviews, email, social links.
Reliability / anti-ban	15%	Local desktop IP vs cloud burst requests.

Top 5 Google Maps data extractors — detailed review

#1 Best Google Maps Data Extractor

Lead Finder

Desktop App

Best for agencies and sales teams that need city-scale lists without per-row API fees. Flat yearly license beats cloud tools above ~1,000 rows/month.

Pros

Deep-Scan AI bypasses 120-result limit
No coding — Windows and Mac
Runs on local IP (lower ban risk)
Auto-save + CSV/Excel export
Email and social enrichment fields

Cons

Requires desktop installation

$20/year (unlimited)

10k rows: $20/year flat

100k rows: $20/year flat

Bypasses 120 cap

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Outscraper

Cloud API

Strong when engineers embed Maps data in a product. Expensive for manual prospecting at agency scale.

Pros

REST API for developers
Good field coverage
Scalable for apps

Cons

Per-row cost adds up fast
Requires API integration
Cloud IPs flagged more often

$2+ per 1,000 rows

10k rows: ~$20+

100k rows: ~$200+

Bypasses 120 cap

Phantombuster

Cloud Platform

All-in-one automation platform — overkill if you only need Maps lead lists.

Pros

Multi-channel automation
LinkedIn + Maps chains
No-code recipes

Cons

Maps is a secondary feature
Time limits on plans
Higher monthly burn

From $59/month

10k rows: $59+/mo

100k rows: $59+/mo+

120-result cap

Apify Google Maps Scraper

Cloud API

Developer-grade. See our Apify alternative guide for agency-friendly options.

Pros

Flexible actor model
Good for custom pipelines

Cons

Steep learning curve
Compute pricing unpredictable
Not for non-developers

Pay-per-compute

10k rows: Variable

100k rows: Variable

Bypasses 120 cap

HasData

Cloud API

API buyers comparing subscription scrapers — evaluate total row cost vs desktop flat license.

Pros

API-first delivery
Structured JSON output

Cons

Ongoing subscription
Less suited to one-off campaigns

Subscription tiers

10k rows: Tier-based

100k rows: Tier-based

Bypasses 120 cap

Top 10 Google Maps data extractors — quick comparison

Full ranked list including tools #6–10. For deep cost analysis of the #2 cloud API, read Outscraper vs Lead Finder.

#	Tool	Type	Pricing	120 bypass
1	Lead Finder	Desktop App	$20/year (unlimited)	Yes
2	Outscraper	Cloud API	$2+ per 1,000 rows	Yes
3	Phantombuster	Cloud Platform	From $59/month	No
4	Apify Google Maps Scraper	Cloud API	Pay-per-compute	Yes
5	HasData	Cloud API	Subscription tiers	Yes
6	MapLeadScraper Extension	Chrome Extension	Free–$10/mo	No
7	Octoparse	Desktop/Cloud	Tiered plans	No
8	ParseHub	Desktop	Freemium	No
9	GitHub open-source scripts	Code	Free (dev time)	No
10	Manual copy-paste	Manual	Labor cost	No

Google Maps data extractor vs Google Maps scraper — same tool, different name

Searchers use both terms interchangeably. A Google Maps data extractor emphasizes structured export (CSV, Excel, CRM columns). A Google Maps scraper emphasizes automated collection from the Maps UI. For B2B lead generation the evaluation criteria are identical: row limits, cost at scale, fields exported, and ban risk.

What fields should the best Google Maps data extractor export?

Minimum viable B2B set: business name, phone, website, full address, category, star rating, review count. High-performing outbound teams also want email, social profile URLs, and map link for verification. Lead Finder includes all of these in default export — cloud APIs often charge extra per enriched field.

Why the 120-result limit decides rankings

Google Maps lazy-loads listings per viewport. One search for "Dentists in Chicago" may match 4,000 businesses but display only 120. Tools that do not grid-subdivide geography deliver incomplete lists — fine for curiosity, useless for city-scale campaigns. This single factor separates agency-grade extractors from toys.

Desktop vs cloud API — when to choose each

Desktop (Lead Finder) — Agencies, freelancers, sales teams, WhatsApp marketers. No code. Flat license. Local IP.
Cloud API (Outscraper, Apify) — Engineers embedding Maps data inside a SaaS product with custom pipelines.
Chrome extension — One-off research under 100 rows. Not repeatable operations.
Open-source scripts — Teams with dedicated scraping engineers and maintenance budget.

Cost comparison at agency volume

A regional agency extracting 25,000 businesses monthly pays roughly $50+ on metered APIs versus $20/year total for desktop unlimited (one PC license). At 100,000 rows the gap exceeds $200/month vs $1.67/month amortized. See Outscraper vs Lead Finder math.

How to choose the right Google Maps data extractor

Confirm the tool bypasses 120 results for your target cities.
Calculate total cost at your monthly row volume (not sticker price).
Verify export includes phone + website + rating at minimum.
Test ban risk — desktop local IP vs shared cloud scraper pool.
Run a free demo on your actual niche before annual commitment.

Next steps after choosing a tool

Extraction is step one. Dedupe by phone/domain, segment by rating tier, enrich missing emails, import to CRM, then run compliant outreach. Workflow guides: how to extract data from Google Maps, B2B strategies using Maps data, email extraction workflow.

Try the #1 ranked Google Maps data extractor

Free demo, no credit card. Full license unlocks unlimited extraction at $20/year.

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Full product overview · Watch demo video

Related guides

Lead Finder — Google Map data extractor
Download the desktop app with Deep-Scan AI
Outscraper vs Lead Finder
Cost and limits at 10k vs 100k rows
Google Maps scraper for agencies
Packaging lead lists as a client deliverable
Apify Google Maps scraper alternative
Desktop vs Apify actor for agencies
Build a local prospect list from Google Maps
End-to-end workflow guide
Industry & audience guides (50+)
Google Maps leads by niche and buyer type

Ready to run your first extraction? Download Lead Finder free demo — no credit card. Full license $20/year for unlimited rows on one PC. Also explore WappBlaster for post-call WhatsApp automation.