AI Chatbot: Query Google Sheets with ChatGPT
Intelligent chatbot analyzes Google Sheets data via natural language using ChatGPT-5 Mini, with conversation memory and auto column detection.
This n8n workflow creates a conversational AI interface that lets users query and analyze data in Google Sheets using OpenAI's GPT-5 Mini model. It automatically detects column structures, understands data relationships, fetches relevant data, and generates insightful responses to natural language questions. Key features include a chat interface for seamless interaction, conversation memory for context-aware follow-ups, and direct Google Sheets integration for real-time data access.
Benefits include massive time savings on manual data analysis, no coding required for complex queries, and actionable insights for business decisions. It's ideal for teams handling spreadsheets in marketing, sales, finance, or operations, eliminating the need for SQL or pivot tables.
Use cases: Calculate total campaign spend, compare month-over-month trends, identify top performers, or segment data by criteria like 'Paid Search only'. Setup is straightforward: connect OpenAI API, link your formatted Google Sheet (headers in row 1, data in rows 2-100), and start chatting for instant analytics.
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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