Research Methodology

Data

Market data for Bitcoin, Ethereum and Solana is retrieved from licensed provider APIs (CoinMarketCap when configured, otherwise CoinGecko) and refreshed about every five minutes. We show the source and the time of the last successful update. If a request fails, we show an error instead of a substitute price.

AI-assisted research

• Market data is retrieved and validated.
• An AI model drafts research using only that data. It is instructed never to invent prices, news, statistics or citations.
• If data is missing, the research is marked incomplete.
• An editor reviews, edits and approves every draft. Nothing is published automatically.
• Each item records its timestamp, data snapshot, sources and model/methodology version.

Scenarios, not predictions

Bullish, neutral and bearish scenarios describe possibilities. They are not buy or sell signals, and we do not publish entry prices, stop-losses, profit targets or accuracy claims. Model confidence is never presented as real-world accuracy.

Forecast archive

If forecasts are recorded, every forecast — including unsuccessful ones — stays in this permanent archive with its timestamp, horizon, model version and actual outcome. Forecasts cannot be deleted. Accuracy will only be reported once a complete, non-selective set has been evaluated.

No forecasts have been recorded yet.