Templates / Automated Feedaty Review Scraper 📈 using ScrapegraphAI & Gemini 3

Automated Feedaty Review Scraper 📈 using ScrapegraphAI & Gemini 3

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by Davide Boizza ✓ · 394 views · created 2026-01-17 · Market Research, AI Summarization

Unknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 20 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model, Google Drive and Scrapegraphai (community). It also calls v2.convertapi.com over HTTP.

How it runs

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

Set Parameters (Edit Fields (Set)): sets 2 fields: company_id, max_page
Autonomously extract live data from any website perfect for e commerce job boards lead capture and more (Scrapegraph Ai): uses Scrapegraph Ai
Get Result (Edit Fields (Set)): sets 1 field: result
Extract reviews (Code): runs custom JavaScript code
Limit: keeps the first few items
Loop Over Items (Loop Over Items (Split in Batches)): loops over the items in batches
Aggregate reviews (Code): runs custom JavaScript code
Sentiment Analysis: scores sentiment with AI, with model: Google Gemini Chat Model
Company Reputation Management (AI Agent): runs an AI agent, with model: Google Gemini Chat Model
Set fields (Edit Fields (Set)): sets 4 fields: date, description, vote…

…plus 6 more steps. See the full node list below.

Services it uses

Google Gemini Chat Model Google DriveScrapegraphai (community)

HTTP calls to: v2.convertapi.com

Scraping pages by hand? Firecrawl is a simpler option (10% off for new users).

Before you upgrade to n8n 3.0

We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).

Check that n8n-nodes-scrapegraphai is verified or supports 3.0 (used in Autonomously extract live data from any website perfect for e commerce job boards lead capture and more).

Nodes used (14)

Manual Triggern8n-nodes-base.manualTrigger
Edit Fields (Set)n8n-nodes-base.set
Loop Over Items (Split in Batches)n8n-nodes-base.splitInBatches
Sentiment Analysis@n8n/n8n-nodes-langchain.sentimentAnalysis
Basic LLM Chain@n8n/n8n-nodes-langchain.chainLlm
Coden8n-nodes-base.code
Scrapegraph Ain8n-nodes-scrapegraphai.scrapegraphAi
Google Gemini Chat Model@n8n/n8n-nodes-langchain.lmChatGoogleGemini
HTMLn8n-nodes-base.html
Google Driven8n-nodes-base.googleDrive
HTTP Requestn8n-nodes-base.httpRequest
Convert to Filen8n-nodes-base.convertToFile
Limitn8n-nodes-base.limit
AI Agent@n8n/n8n-nodes-langchain.agent

From the author

This workflow automates the entire process of collecting, analyzing, and reporting customer reviews from Feedaty (similar to Trustpilot) using ScrapeGraphAI, transforming raw user feedback into a structured, management-ready reputation report in PDF using new…
Excerpt from Davide Boizza's description on n8n.io.

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

Automated Feedaty Review Scraper 📈 using ScrapegraphAI & Gemini 3

What this workflow does

How it runs

Services it uses

Before you upgrade to n8n 3.0

Nodes used (14)

From the author

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