Quinql WebSocket API

Get real-time posts with historical market reactions to similar content. Join the waitlist to be the first to unlock narrative-driven trading signals.

How It Works

1. New Post Ingested

The social feed parser gets a new post.

2. Similarity Matching

The post embeddings is semantically compared to our historical dataset of past posts and events.

3. Market Reaction Insight

We send you a message with matched posts + how the market (BTC, stocks) reacted previously: price change, delay, sentiment.

Example Use Case: Reaction Forecasting

Trump posts "Biden inflation lies" → we find similar posts → historical BTC move: +1.8% within 5 minutes.
Your system gets all of this via one websocket message.