Templates / X (Twitter) brand sentiment analysis with Gemini AI & Slack alerts

X (Twitter) brand sentiment analysis with Gemini AI & Slack alerts

Ready for 3.0

by Saeculum Solutions · 217 views · created 2025-10-09 · 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 29 nodes and runs on a schedule (every day) (plus 1 other trigger). Along the way it connects Google Sheets, Google Gemini Chat Model and Slack. It also calls api.twitterapi.io over HTTP.

How it runs

Trigger: On a schedule (every day) (plus 1 other trigger).

  1. Count (Edit Fields (Set)): sets 2 fields: count, query
  2. Get row(s) in sheet (Google Sheets): uses Google Sheets
  3. counter (Edit Fields (Set)): sets 2 fields: counter, cursor
  4. parser (Code): runs custom JavaScript code
  5. Wait: pauses before continuing
  6. Strategist Agent (Basic LLM Chain): sends a prompt to an LLM, with model: Google Gemini Chat Model
  7. Tweet Scraper (HTTP Request): calls api.twitterapi.io
  8. summary (Code): runs custom JavaScript code
  9. parseAlerts (Code): runs custom JavaScript code
  10. Code: runs custom JavaScript code

…plus 14 more steps. See the full node list below.

Services it uses

Google SheetsGoogle Gemini Chat ModelSlack

HTTP calls to: api.twitterapi.io

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 (16)

From the author

This workflow is the AI analysis and alerting engine for a complete social media monitoring system. It's designed to work with data scraped from X (formerly Twitter) using a tool like the Apify Tweet Scraper, which logs the data into a Google Sheet. The…

Excerpt from Saeculum Solutions's description on n8n.io.

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

Get the weekly “what broke” email

New templates, newly broken ones, and n8n release changes. One short email a week.

Form not loading? Subscribe here.