US Stocks · Website Change Intelligence
Spot language shifts on company websites before they move stock prices — 9,000+ stocks covered covered · powered by TinyFish real-browser technology & AI agents
⚡ View 43 Alerts →
Quick Import
Drop a screenshot here, or click to upload
Supports CommSec, Tiger, moomoo, Interactive Brokers, and more
Top Stocks 🇺🇸 US Markets
How It Works
1
Fetches
Real browser rendering of JavaScript-heavy investor pages — no scraping shortcuts
2
Cleans
Removes nav/footer noise, hashes content, stores versioned snapshots in Postgres
3
Diff & Score
Text diff detects wording shifts. Word-list scores measure commitment/hedging/risk
4
AI Signal
AI summary with direct quotes, confidence score, and price chart context
Trust Layer — every alert is fully reproducible
Source & Audit
Source URL · Snapshot hash · TinyFish run ID · Scan timestampEvidence
Before/after text · Diff snippet · Direct quotes from changed linesAI Layer
Paid LLM summary · Signal classification · Confidence score