Overview
Our intelligent pipeline transforms real Reddit discussions into actionable product insights. It automates the entire process—from data extraction to AI-based sentiment labeling and visual analytics—giving you a clear view of how people truly feel about your products.
How It Works
Reddit Data Collection
We begin by fetching real Reddit comments through Reddit's public API.
AI Sentiment Classification
Every comment is passed through our Language Learning Model (LLM) for classification.
Data Processing & Storage
Once the AI completes tagging, data is cleaned and organized.
Dashboard Visualization
The processed data powers our interactive analytics dashboard.
Continuous Updates & API
Our system is built to scale with automatic updates.
Data Privacy & Authenticity
We strictly adhere to Reddit's public data usage policies. All analysis is performed securely using API-based access, ensuring no personal user data is stored or misused. The comments remain real—AI only tags their sentiment, preserving authenticity.
End-to-End Pipeline Summary
| Stage | Description | Technology |
|---|---|---|
| Data Extraction | Fetch Reddit threads/comments | Reddit API |
| AI Processing | Classify sentiments using LLM | OpenAI / Gemini API |
| Data Storage | Store structured data | MongoDB / Express Backend |
| Visualization | Display analytics dashboard | Next.js / React / Tailwind |
| Automation | Refresh and reprocess data | Node.js Scheduler |
What You Gain
Real Reddit reviews distilled into clear sentiment insights
Time-saving automation for market research
AI-driven visualization transforms raw text into data-backed decisions