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

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Created by: keisha kalra || keisha

keisha kalra

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Last update a day ago

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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 improve their digital presence, or conducting a competitor analysis, this workflow helps you extract insights from dozens of reviews in minutes.

How It Works?

  • Start with a pre-filled list of restaurants in Google Sheets.
  • The workflow uses SerpAPI to scrape Google Maps reviews for each listing.
  • Reviews with content are passed to ChatGPT for summarization.
  • Empty or failed reviews are logged in a separate tab for easy follow-up.
  • Results are stored back in your Google Sheet for analysis or sharing

How To Use

  • Customize the input list in Google Sheets with your own restaurants.
  • Update the OpenAI prompt if you want a different style of summary.
  • You can trigger this manually or swap in a schedule, webhook, or other event.

Requirements

  • A SerpAPI account to fetch reviews
  • An OpenAI account for ChatGPT summarization
  • Access to Google Sheets and n8n

Who Is It For?

  • This is helpful for people looking to analyze a large batch of Google reviews in a short amount of time. Additionally, it can be used to compare restaurants and see where each can be optimized.

How To Set-Up?

Happy Automating!