Track Daily Brand Mentions from Hacker News to Slack with GPT-4o-mini Sentiment Analysis

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Built by Rahul Joshi Rahul Joshi
Created on June 05, 2026

Description

📊 Description
Monitor daily brand visibility and reputation with an automated AI-powered mention tracker. 🔍🤖 This workflow checks Hacker News every morning for new stories matching your brand keyword, classifies each mention’s sentiment and urgency using GPT-4o-mini, and delivers a clean daily summary to Slack. If no mentions are found, the workflow sends a simple “no mentions today” update instead—ensuring your team is always informed without manual monitoring. Perfect for reputation tracking, competitive intelligence, and early warning alerts. 📈💬

🔁 What This Template Does
1️⃣ Triggers every morning at 09:00 to begin the analysis. ⏰
2️⃣ Loads brand name + keyword filters from configuration. 🏷️
3️⃣ Fetches relevant mentions from Hacker News using the Algolia API. 🌐
4️⃣ Normalizes raw API data into clean fields (title, URL, snippet, author, points). 📄
5️⃣ Classifies each mention’s sentiment, stance, topic, and urgency using GPT-4o-mini. 🤖
6️⃣ Builds a ranked daily summary including top 10 mentions and sentiment totals. 📊
7️⃣ Sends the report to Slack, formatted cleanly and ready for team consumption. 💬
8️⃣ If no mentions exist, sends a simple “no new mentions today” message. 🚫
9️⃣ Includes an error handler that notifies Slack of any workflow failures. ⚠️

⭐ Key Benefits
✅ Automatically tracks brand presence without manual searching
✅ AI-powered sentiment & urgency analysis for deeper insights
✅ Clean Slack summaries keep teams aligned and aware
✅ Early detection of negative or high-urgency mentions
✅ Zero manual monitoring — runs fully on schedule
✅ Suitable for brand monitoring, PR, marketing, and leadership teams

🧩 Features
Daily schedule trigger
Hacker News API (Algolia) integration
Structured data normalization
GPT-4o-mini classification (sentiment, stance, topic, urgency)
Slack notifications (detailed report or no-mention message)
Error-handling pipeline with Slack alerts
Fully configurable brand keywords

🔐 Requirements
Slack API credentials
OpenAI API key (GPT-4o-mini)
No authentication required for Hacker News API
n8n with LangChain nodes enabled

🎯 Target Audience
Brand monitoring & PR teams
AI companies tracking public sentiment
Founders monitoring mentions of their product
Marketing teams watching trends & community feedback

Nodes Used (7)

AI Agent
@n8n/n8n-nodes-langchain.agent
Code
n8n-nodes-base.code
HTTP Request
n8n-nodes-base.httpRequest
OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi
Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow
Slack
n8n-nodes-base.slack
Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured