Google Maps business scraper & lead enricher with Bright Data & Google Gemini
Needs changesWhat this workflow does
This AI workflow has 20 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model, Google Sheets and Mcp (community). It also calls api.brightdata.com over HTTP.
How it runs
Trigger: Manually, when you click “Execute workflow”.
- Set input fields (Edit Fields (Set)): sets 6 fields: url, webhook_notification_url, search…
- Perform Bright Data Web Request (HTTP Request): calls api.brightdata.com (POST)
- Google Maps Data Extractor (Basic LLM Chain): sends a prompt to an LLM, with model: Google Gemini Chat Model; output parser: Structured Output Parser
- Code: runs custom JavaScript code
- Create a binary data for Structured Data Extract (Function): runs custom JavaScript (legacy Function node)
- Initiate a Webhook Notification for Structured Data (HTTP Request): calls an HTTP API
- Update Google Sheets for Structured Data (Google Sheets): append or update
- Loop Over Items (Loop Over Items (Split in Batches)): loops over the items in batches
- Write the structured content to disk (Read/Write Files from Disk): writes a file to disk
- Wait: pauses before continuing
…plus 5 more steps. See the full node list below.
Services it uses
HTTP calls to: api.brightdata.com
Before you upgrade to n8n 3.0
1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:
- Function (legacy) in Create a binary data for Structured Data Extract, Create a binary data for Structured Data Extract for Yelp: replace with Code node, mode 'Run Once for All Items'.
Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).
| Removed in 3.0 | Replace with |
|---|---|
| Function (legacy) Create a binary data for Structured Data Extract, Create a binary data for Structured Data Extract for Yelp | Code node, mode 'Run Once for All Items' |
Nodes used (13)
- Manual Trigger
n8n-nodes-base.manualTrigger - Edit Fields (Set)
n8n-nodes-base.set - HTTP Request
n8n-nodes-base.httpRequest - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - Basic LLM Chain
@n8n/n8n-nodes-langchain.chainLlm - Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured - Function
n8n-nodes-base.function - Read/Write Files from Disk
n8n-nodes-base.readWriteFile - Google Sheets
n8n-nodes-base.googleSheets - Code
n8n-nodes-base.code - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - Wait
n8n-nodes-base.wait - Mcp Client
n8n-nodes-mcp.mcpClient
From the author
Notice Community nodes can only be installed on self-hosted instances of n8n. Description This workflow automates the process of scraping local business data from Google Maps and enriching it using AI to generate lead profiles. It's designed to help sales,…