Templates / Analyze and summarize Google Reviews with SerpAPI, GPT-4 and Google Sheets

Analyze and summarize Google Reviews with SerpAPI, GPT-4 and Google Sheets

Ready for 3.0

by keisha kalra ✓ · 1,045 views · created 2025-07-16 · Market Research, AI Summarization

Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 8 nodes and runs manually, when you click “Execute workflow”. Along the way it connects OpenAI and Google Sheets. It also calls serpapi.com over HTTP.

How it runs

Trigger: Manually, when you click “Execute workflow”.

  1. Pull Sample Restaurants (Google Sheets): uses Google Sheets
  2. Get Data (HTTP Request): calls serpapi.com
  3. Cleans It Up (Code): runs custom JavaScript code
  4. If: checks a condition and branches into true / false
  5. Analyze Review Sentiment (OpenAI): uses OpenAI
  6. Failed Reviews (e.g. review text = empty) (Google Sheets): append
  7. Export Data (Google Sheets): append

Services it uses

OpenAIGoogle Sheets

HTTP calls to: serpapi.com

Before you upgrade to n8n 3.0

Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.

Nodes used (6)

From the author

Try It Out! This n8n template helps you analyze Google Maps reviews for a list of restaurants, summarize them with AI, and identify optimization opportunities—all in one automated workflow. Whether you're managing multiple locations, helping local restaurants…

Excerpt from keisha kalra's description on n8n.io.

View the original on n8n.io → Check your own copy

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