How AlphaVision Works
AlphaVision is the first trading tool that uses AI vision to read market structure and detect the patterns behind winning trades — across stocks, crypto, macro ETFs, and volatility (VIX).
Why Most Tools Miss the Full Picture
Every indicator and chart pattern you’ve ever used does the same thing: reads a row of numbers — price, volume, momentum — and looks for a signal. That’s like predicting the weather by reading a single thermometer. It works sometimes, but it misses everything that only shows up when you see the whole picture.
Markets are complex systems. The signal isn’t in any single indicator. It’s in the interaction of dozens of indicators across time — a structure that’s invisible when you read numbers one at a time.
A Completely New Approach: AI Vision for Markets
Market heatmap: dozens of indicators across weeks of trading
AlphaVision converts market data into visual heatmaps — encoding price action, volume, volatility, momentum, and macro conditions into a single image. Then a Vision Transformer, the same class of AI architecture behind breakthroughs in medical imaging and satellite analysis, reads the entire image at once.
Think of it this way: you can predict a hurricane by reading temperature and pressure off a spreadsheet. Or you can look at the satellite image and see the eye wall forming. That’s what AlphaVision does for the market — it sees the full structure forming underneath the surface.
Built on peer-reviewed research from Google Brain, J.P. Morgan AI Research, and leading academic institutions. Until recently, this class of technology was limited to top quant firms.
Three Steps. One Clear Signal.
Setup
The model scans live market data and detects that the current heatmap is starting to match the hidden structure behind past winning trades.
Trigger
The match strengthens. The model confirms the structural pattern with enough confidence to act.
Alert
BUY or SELL, with a confidence score scaled 1–5 that tells you how deep the structural match goes. Higher confidence, bigger returns.
What Makes AlphaVision Different
Every market has its own fingerprint
Reads the whole picture, not one row at a time
Traditional tools analyze indicators in isolation. AlphaVision reads dozens of indicators simultaneously as a visual matrix, capturing the interactions between them that no single metric can reveal.
Five markets, five different fingerprints
Every market has its own winning-trade structure. What predicts a winning SPY trade is structurally different from what predicts a winning Bitcoin trade. AlphaVision discovers those differences on its own — we didn’t program them.
Trained on 20+ years of market data
Each model processes billions of indicator interactions before it ever fires a live alert. The structure was there in 2008. It was there during COVID. It was there in 2022. The models learned to see it.
Full transparency — nothing hidden
Every trade is tracked from open to close. You see the result, the confidence score, and whether the model was right. We don’t hide from our numbers.
The Science Behind It
AlphaVision builds on Vision Transformer (ViT) research originally developed for image classification. The core insight: when market data is encoded as a visual heatmap, the same attention mechanisms that let AI read medical scans and satellite imagery can detect structural patterns in financial markets.
Key research AlphaVision builds on:
- “An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale”Dosovitskiy et al., Google Brain, 2020
- “From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting”Zeng et al., J.P. Morgan AI Research, 2024
- “Asset Price and Direction Prediction via Deep 2D Transformer and Convolutional Neural Networks”Tuncer et al., ACM International Conference on AI in Finance, 2022
Asset Coverage
Stocks
Mag 7, SPY, QQQ
Crypto
BTC, ETH, SOL
Macro
Gold, Oil, Bonds
Sector Rotation
11 Sector ETFs
Volatility
VIX, VIX9D
Weekly, monthly, and quarterly signals across all assets. Alerts delivered to your inbox with a confidence score and full track record.
Four Ways to Use AlphaVision
As a new indicator
Treat the BUY/SELL alert and confidence score as a standalone signal.
As a filter
Narrow your watchlist to only the trades AlphaVision confirms.
As confirmation
Your analysis says BUY and AlphaVision agrees — that’s an extra layer from a completely different kind of analysis.
As discovery
Find trades you’d never see on your own — the model scans for hidden structure across every asset in your tier.
No credit card required for SPY. See the proof for yourself.