Tutorial

How to Scrape Google Maps Data for Lead Lists (2026)

You need local business rows—name, phone, website, address—not a DIY Maps crawler. This guide shows a practical Online workflow: one keyword, a place list, optional enrichment, then CSV.

Updated September 20, 2026

Editorial illustration of Map to Extract to Leads to CSV pipeline

What “scraping Google Maps data” usually means

Most teams searching this phrase want a lead list, not map tiles or directions. Typical outputs: business name, category, rating, review count, phone, website, address, and Maps URL.

  • Sales and agencies: outreach lists by city and niche
  • Local SEO: competitor inventories and citation checks
  • Operators: territory coverage without manual pin clicking

If you need official Places data inside a product under Google Maps Platform terms, use the Places API. For public-list lead research, a lead extractor is the shorter path—see our Places API alternative comparison.

Choose a path: Online, extension, or Agent

PathBest whenStart here
Online extractorYou want keyword → job → CSV in the browserTry Online
Chrome extensionYou already browse Maps and want capture in-contextExtension
Agent / MCP / HTTPYou automate from Claude, Cursor, or scriptsAgents
Three product surfaces for Maps lead extraction
Web, extension, and Agent share the same Maps lead problem—different operators.

Online workflow in three steps

  1. Sign in and open the Online extractor. Free accounts include 1,000 lifetime credits (1 credit ≈ 1 place).
  2. Enter exactly one keyword per job—e.g. “plumbers in Austin” or “dental clinics Chicago”. Multi-keyword jobs are rejected; run queries sequentially.
  3. Wait until the job is completed or partial, then export CSV (zip export unlocks on paid plans). Paginate results if you use the Agent API.
Keyword to places to CSV workflow
Keyword → places → optional enrichment → export.
Online extractor results table with business name, phone, and website columns
Online results after a keyword job—Name, Phone, and Website columns ready to export.

Fields, CSV, and enrichment

Export columns follow your Leads export preferences—commonly Name, Phone, Website, Address, Rating, and more. See Google Maps to CSV for the export story.

Public emails and socials are enrichment fields: when nothing public is found, cells stay empty—we do not invent contacts. Details: email extractor.

  • Empty email/social ≠ scrape failure; often the site has no public mailbox
  • Filter “no website” rows for agencies selling web builds
  • Keep Maps URLs for verification before outreach

Automate with Agent, MCP, or HTTP

Growth+ unlocks Agent/MCP and the HTTP Agent API on the same Online credit pool. Create a job with one keyword, poll status, then page through results. Docs: Agent, HTTP API, SDK.

FAQ

Sources & further reading