Automate Google Sheets data processing with an intelligent agent
Workflow Description
This template deploys an AI-powered agent using OpenAI to process Google Sheets data automatically. It reads rows, processes them in batches, extracts structured information, and writes results back to the sheet without manual intervention.
How it works
- 1.Trigger the AI agent when the sheet updates or on a schedule
- 2.Process rows in consecutive batches to optimize performance
- 3.Extract structured data using OpenAI's language model
- 4.Write processed results directly into sheet columns
Use cases
- Clean customer data and standardize formats automatically
- Analyze sales notes to extract key opportunities
- Enrich product records with information from external sources
Requirements
- Active OpenAI account with API key
- Organized Google Sheets with clear column headers
- Write permissions on the target sheet
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (22)
When clicking "Test workflow"
Manual Trigger
Input
Set
OpenAI Chat Model
OpenAI
Get website content
Tool Workflow
SerpAPI - Search Google
Tool Serp Api
Structured Output Parser
Output Parser Structured
Loop Over Items
Split In Batches
AI Researcher Output Data
Set
Google Sheets - Update Row with data
Google Sheets
Merge data
Merge
Sticky Note
Sticky Note
Get rows to enrich
Google Sheets
Sticky Note1
Sticky Note
Sticky Note2
Sticky Note
Sticky Note3
Sticky Note
Sticky Note4
Sticky Note
Schedule Trigger
Schedule Trigger
Sticky Note5
Sticky Note
AI company researcher
Agent
Search Google with ScrapingBee
Tool Workflow
Sticky Note6
Sticky Note
Sticky Note7
Sticky Note