2026 Rankings

Best Google Maps Data Extraction Tools in May 2026

Extract Google Maps business data, reviews, and locations. Ranked the best Maps data tools for lead gen and research in May 2026.

Google Maps data powers local lead generation, competitor research, and location intelligence. Extracting business names, addresses, phone numbers, reviews, and ratings at scale requires either a Maps-specific tool or a search API with Maps support. We ranked five tools by Maps data coverage, pricing, and automation compatibility.

Top Pick

Scavio's Google Maps endpoint returns structured business data including names, addresses, ratings, reviews, and contact information at $0.005 per credit. One API key covers Maps data alongside Google search, YouTube, and four other platforms.

Full Ranking

#1Our Pick

Scavio

250 free credits/mo, $30/mo for 7K credits

Maps data alongside multi-platform search

Pros
  • Structured Maps data: name, address, rating, reviews, phone
  • Same API key for Maps and 5 other platforms
  • $0.005 per Maps query
  • MCP server for agent-driven Maps lookups
Cons
  • Does not extract all Google Maps fields (hours, photos)
  • 250 free credits limits Maps testing volume
#2

Outscraper

Per-record billing, Google Maps focused

Deep Google Maps extraction with all fields

Pros
  • Most comprehensive Maps data extraction
  • Includes hours, photos, popular times
  • Bulk extraction support
Cons
  • Per-record billing adds up at scale
  • Maps-focused, limited other platforms
  • Slower extraction for large batches
#3

SerpAPI

100 free/mo, $25/mo for 1K

Google Maps SERP parsing with full fidelity

Pros
  • Google Maps results with high parsing fidelity
  • Includes local pack and Maps results
  • Stable API
Cons
  • $25/mo for just 1K queries
  • No specialized Maps extraction
  • No credit rollover
#4

Apify Google Maps Scraper

Per-run pricing, varies by volume

Custom Maps scraping workflows

Pros
  • Dedicated Maps scraping actor
  • Extracts reviews, photos, and details
  • Flexible scheduling
Cons
  • Actor quality depends on community maintenance
  • Per-run pricing harder to predict
  • Slower than API-based approaches
#5

Bright Data

Custom enterprise pricing

Enterprise-scale Maps data collection

Pros
  • Pre-built Maps datasets
  • Enterprise SLAs
  • Massive scale capabilities
Cons
  • Enterprise pricing, no transparent per-query cost
  • Overkill for small-to-medium Maps needs
  • Complex setup

Side-by-Side Comparison

CriteriaScavioRunner-up3rd Place
Maps data fieldsName, address, rating, reviews, phoneAll fields (hours, photos, popular times)SERP-level Maps results
Cost per 1K Maps queries$5Per-record (varies)$25
Other platforms included5 more (YouTube, Amazon, etc.)Maps-focusedMulti-engine search
Free tier250/moLimited free trial100/mo
AutomationMCP + RESTREST + bulkREST
SpeedFast (API)Medium (extraction)Fast (API)

Why Scavio Wins

  • At $0.005 per Maps query, Scavio is the cheapest API option for structured Maps data at scale, costing a fraction of SerpAPI's per-query rate.
  • One API key covers Maps data plus Google search, YouTube, Amazon, Walmart, Reddit, and TikTok, eliminating the need for separate Maps-only tools.
  • Outscraper wins on Maps data depth with fields like hours, photos, and popular times that Scavio does not extract, making it the better choice for comprehensive Maps audits.
  • MCP server enables agent-driven Maps lookups where the agent decides when to query Maps based on conversation context.
  • Structured JSON output means Maps business data is immediately usable in lead gen pipelines without parsing HTML or scraping raw page content.

Frequently Asked Questions

Scavio is our top pick. Scavio's Google Maps endpoint returns structured business data including names, addresses, ratings, reviews, and contact information at $0.005 per credit. One API key covers Maps data alongside Google search, YouTube, and four other platforms.

We ranked on platform coverage, pricing, developer experience, data freshness, structured response quality, and native framework integrations (LangChain, CrewAI, MCP). Each tool was evaluated against the same criteria.

Yes. Scavio offers 250 free credits per month with no credit card required. Several other tools on this list also have free tiers, noted in the rankings.

Yes, some teams combine tools for specific edge cases. But most teams consolidate on one provider to reduce integration complexity and API key sprawl. Scavio's unified platform is designed to replace multi-tool stacks.

Best Google Maps Data Extraction Tools in May 2026

Scavio's Google Maps endpoint returns structured business data including names, addresses, ratings, reviews, and contact information at $0.005 per credit. One API key covers Maps data alongside Google search, YouTube, and four other platforms.