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Extract marketing testimonials from feedback with Gemini AI and Google Sheets

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Created by: Yaron Been || yaron-nofluff
Yaron Been

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Last update 3 months ago

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Extract Marketing Testimonials from Feedback with Gemini AI and Google Sheets

๐ŸŒ Overview

This workflow automatically extracts short emotional testimonials from Google Form responses. It listens for new feedback in Google Sheets, processes it with AI (Google Gemini), writes back a refined testimonial, and sends an email notification.

Think of it as your testimonial assistantโ€”turning raw customer feedback into marketing-ready quotes.


๐ŸŸข Section 1: Trigger โ€“ Listen for New Feedback

๐Ÿ”— Nodes:

  • Google Sheets Trigger โ†’ Watches for new rows (new form responses).

๐Ÿ’ก Beginner takeaway:
Whenever a customer submits feedback via your form, this trigger wakes up the workflow.

๐Ÿ“ˆ Advantage:
No manual checking โ€” feedback is instantly processed.


๐ŸŸฆ Section 2: Testimonial Extraction with AI

๐Ÿ”— Nodes:

  • Basic LLM Chain โ†’ Runs a custom prompt that tells the AI: โ€œExtract a short, emotional testimonial quote from the feedback.โ€
  • Google Gemini Chat Model โ†’ The AI brain that processes and rewrites the testimonial.

๐Ÿ’ก Beginner takeaway:
This part filters out neutral or boring text and produces a catchy, emotional testimonial.

๐Ÿ“ˆ Advantage:
Saves you time editing feedback โ†’ instantly produces marketing-ready quotes.


๐ŸŸฃ Section 3: Store & Notify

๐Ÿ”— Nodes:

  • Google Sheets (Write Back) โ†’ Saves the extracted testimonial into the same Google Sheet.
  • Gmail โ†’ Sends an email with the new testimonial to your chosen inbox.

๐Ÿ’ก Beginner takeaway:
The testimonial is both saved for records and shared with your team via email.

๐Ÿ“ˆ Advantage:
You get real-time alerts and maintain a growing database of testimonials.


๐Ÿ“Š Final Overview Table

Section Nodes Purpose Benefit
๐ŸŸข Trigger Google Sheets Trigger Detect new feedback Automated start
๐ŸŸฆ AI Extraction LLM Chain + Gemini Extract emotional testimonial Marketing-ready quotes
๐ŸŸฃ Store & Notify Google Sheets + Gmail Save + send testimonial Organized + instant alerts

๐Ÿš€ Why This Workflow is Useful

  • Automates testimonial creation โ†’ No manual copywriting needed
  • Captures emotions โ†’ AI filters for impactful quotes
  • Centralized storage โ†’ All testimonials logged in Google Sheets
  • Instant notifications โ†’ New testimonials delivered straight to email
  • Beginner-friendly โ†’ Just connect your sheet + Gmail and it runs on its own