ReviewPulse
Multi-platform review monitoring with AI sentiment analysis that catches negative feedback before it spirals.
!The Problem
Businesses struggle to monitor customer reviews scattered across Google, Yelp, Trustpilot, and industry-specific platforms, often missing critical negative feedback.
✓The Solution
Apify scrapes reviews on a schedule, Python processes them through OpenAI for sentiment analysis and theme extraction, negative reviews trigger instant Slack alerts, and n8n orchestrates the entire daily pipeline.
How It Works
Scheduled Apify scrapes review platforms
Raw reviews sent to Python processor
OpenAI analyzes sentiment and extracts themes
Results stored in Airtable with scores
Negative reviews trigger Slack alerts
Dashboard API serves trend data
Key Features
Multi-platform review scraping
AI sentiment analysis with theme extraction
Negative review alerting
Sentiment trend dashboard
Automated daily pipeline
Review response suggestions
Tech Stack
Want to see more?
Check out the source code on GitHub or browse other projects in my portfolio.