Trade intelligence by futuri
From Headlines to Alpha
See the News Behind Every Tick. Trade the Story Before the Street.
TopicPulse turns breaking headlines into tradeable signals that are tagged, scored, and delivered before it hits Bloomberg terminals.
How it works
Why Quants Choose TopicPulse
Magnitude Scoring
Our proprietary algorithm quantifies story-driven price moves before they hit analyst desks. Not just sentiment, but actual impact prediction.
Ripple Engine Intelligence
When Tesla announces battery breakthroughs, what happens to lithium miners? Our AI maps secondary effects across your entire portfolio in real-time.
LLM-Powered Ticker Tagging
Instant, accurate mapping of every story to relevant tickers and sectors. Zero manual processing, maximum coverage.
Built for Your Workflow
Access data via REST API, batch export (CSV, JSON, Parquet), or zero‑copy Snowflake tables.
No ETL hassle, maximum flexibility.
The TopicPulse Advantage
Feature
TopicPulse
Polygon.io
Alpha Vantage
Signal Intelligence
✓ Magnitude Scoring™ + Impact Prediction
✗ Raw market data only
✗ Fundamentals
AI Story Tagging
✓ LLM-powered ticker/sector mapping
✗ Symbol lookup only
✗ Manual categorization
Demographic Layers
✓ Age, geo, sentiment breakdowns
✗ Not available
✗ Not available
Ripple Analysis
✓ Secondary impact tracking
✗ Single-ticker focus
✗ Single-ticker focus
Data Warehouse Ready
✓ API access, Snowflake, Databricks, S3, and CSV
⚠️ API-only
⚠️ CSV exports
Data Products That Actually Move P&L
Real-Time News Intelligence Feed
AI-tagged stories with instant ticker mapping and impact scoring.
What You Get:
250K+ sources monitored 24/7, scored and indexed by social engagement
Sub-second tagging of tickers, sectors, and impact scores
Demographic breakdowns by region, age, engagement velocity
Confidence scoring for model risk management
Delivery Options:
REST API for real-time ingestion
Zero-copy Snowflake tables (Marketplace ready)
S3 exports: CSV, Parquet, JSONL
Built-in UI with ticker search
Ripple Signal Engine
Quantify cascade effects when major stories break.
Co-movement detection across related entities
Sector contagion mapping for risk management
Partner/competitor impact scoring for pairs trading
Thematic correlation signals for portfolio optimization.