Skip to main content
Metrics like “Likes” are vanity. “Comments” are sanity. But reading 1,000 comments manually is impossible.

​
The Data Pipeline

Here is how you build a sentiment analysis engine using bundle.social:
  1. Ingest: Use the API to fetch comments from all connected accounts (Instagram, LinkedIn, YouTube).
  2. Normalize: We give you a standard JSON format, so you don’t need to parse 3 different structures.
  3. Analyze: Pass the comment text to a lightweight NLP model (or OpenAI).
  4. Tag: Label them: Support, Bug Report, Sales Lead.

​
Why Build This?

Your customers (agencies, brands) will pay a premium for “Qualitative Analytics.” Telling them “You got 50 likes” is boring. Telling them “People hate the new logo color” is valuable.