No-Code, Extensions & Automation Workflows
Octoparse, browser extensions, userscripts, n8n, Make.com

No-Code Platforms
No-Code / Low-Code Platforms
Platform
Pricing
Maps Feature
Notes
Octoparse
Free + $69/mo
Auto search splitting to overcome 120-result limit
20K results/hour. Best no-code option
ParseHub
Free (5 projects) / $189/mo / $599/mo
JS rendering handles Maps SPA well
Steep price jump from free
WebAutomation.io
$99-999/mo or $1/1K PAYG
Pre-built Google Maps extractor
14-day unlimited trial
PhantomBuster
$69-439/mo
Maps phantoms available
$50-80/1K leads — 15-50x more expensive. NOT recommended for Maps

Browser Extensions & Userscripts
Browser Extensions & Userscripts
Tool
Type
Price
Notes
DataMiner
Chrome ext.
Free (500 pages/mo) to $200/mo
Custom recipes, pagination, scheduled runs. No email extraction
Instant Data Scraper
Chrome ext.
Free
One-click, ~120 results cap. Unmaintained
Web Scraper (webscraper.io)
Chrome ext.
Free + cloud $50/mo
No pre-built Maps template
GMaps Extractor
Chrome ext.
Free/Freemium
gmapsextractor.com. No coding needed
G Maps Extractor
Chrome ext.
Freemium
"Probably the cheapest" per Reddit
AI Web Scraper
Chrome ext.
Various
Multi-purpose: Reddit, Maps, LinkedIn, Amazon
Tampermonkey Reviews Exporter
Userscript
Free
Greasyfork. Adds "Scrape Reviews" button, auto-expands, exports JSON
webAutomationLover
Userscript
Free
Tampermonkey. Accumulates results as you browse, exports .xlsx
Firefox GPX Exporter
Firefox addon
Free
Export saved Maps lists as GPX with lat/lon
120-Result UI Limit: All browser extensions are capped by Google Maps' sidebar pagination (~120 results per search). Must split searches into smaller areas for more.

Automation Workflows (n8n, Make, Zapier)
Automation Workflows
n8n (Most Flexible)
Official Outscraper node available
Templates: Google Maps scraper, lead gen with Google Sheets export, email scraping
conor-is-my-name/google-maps-scraper: Docker-based, designed for n8n + Postgres. Multi-container, IP rotation, 1 req/min/IP = ~144K/day
Gemini AI + n8n pipeline: Use Google AI Studio to vibe-code scraping, pipe via webhook to Sheets
Example pipeline: Apify scrape + Anymail Finder emails + Airtable storage
Also works with official Google Maps API via HTTP Request node
Make.com
Scrap.io integration (200M businesses). Visual workflow builder, 3,000+ connectors. Automated lead gen tutorials available.
Zapier
Outscraper integration available. Simpler but less flexible than Make.com.
Clay
Data enrichment platform. Pull basic Maps data then enrich with Clearbit/Dropcontact. Filter by review count/recency for active businesses.
Google Sheets & Apps Script
Apps Script Maps Service: built-in geocoding/reverse-geocoding without API keys. Cannot do Places search
IMPORTFROMWEB add-on: handles dynamic JS pages in Sheets (IMPORTXML fails on Maps)
Full cold outreach pipeline (Apps Script v3.0): AI email writing, website discovery, CEO identification, Firecrawl scraping, email enrichment, dedup — all in one sheet