AI Agents

Extract Gmail message data and organize it in Google Sheets automatically

26 nodes 304 147 Automatic trigger
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Workflow Description

An intelligent automation that monitors incoming emails, analyzes them with AI to extract key information, and automatically populates organized Google Sheets tables with structured data ready for analysis and reporting.

How it works

  1. 1.Monitor Gmail inbox and trigger automation when new emails arrive
  2. 2.Use OpenAI models to analyze email content and extract structured information
  3. 3.Insert extracted data into Google Sheets rows with consistent formatting
  4. 4.Handle exceptions and retry on errors automatically

Use cases

  • Convert customer inquiries and support tickets into organized database records
  • Collect form submissions and requests sent via email into trackable spreadsheets
  • Archive invoices and receipts from email into searchable financial records

Requirements

  • Active Gmail account with API access enabled and authenticated
  • OpenAI API key or active subscription to use language models for data extraction
  • Pre-configured Google Sheets with columns matching your extracted data structure

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

OpenAI Output Parser Gmail Google Sheets LLM Chain

Details

Trigger Automatic trigger
Nodes 26
Apps 5
Views 304
Downloads 147

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (26)

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OpenAI Model

OpenAI

#1

Structured Output Parser

Output Parser Structured

#2

Upload to LlamaParse

HTTP Request

#3

Sticky Note

Sticky Note

#4

Receiving Invoices

Gmail

#5

Append to Reconciliation Sheet

Google Sheets

#6

Get Processing Status

HTTP Request

#7

Wait to stay within service limits

Wait

#8

Is Job Ready?

Switch

#9

Sticky Note1

Sticky Note

#10

Sticky Note2

Sticky Note

#11

Sticky Note3

Sticky Note

#12

Sticky Note4

Sticky Note

#13

Sticky Note5

Sticky Note

#14

Add "invoice synced" Label

Gmail

#15

Get Parsed Invoice Data

HTTP Request

#16

Map Output

Set

#17

Apply Data Extraction Rules

LLM Chain

#18

Should Process Email?

If

#19

Split Out Labels

Split Out

#20

Get Labels Names

Gmail

#21

Combine Label Names

Aggregate

#22

Email with Label Names

Merge

#23

Sticky Note6

Sticky Note

#24

Sticky Note7

Sticky Note

#25

Sticky Note8

Sticky Note

#26