Our Methodology
Transparency matters with financial content. Here is exactly how every forecast on PricePredictions.AIis produced — and what it can and can't tell you.
1. Market data
We pull live and historical market data from CoinGecko and CoinMarketCap — current price, market cap, trading volume, circulating supply, all-time highs and lows, and up to a year of daily closing prices for every coin we cover.
2. The prediction model (the numbers)
Every price figure you see is computed by our model, not written by an AI. For each asset we analyze its market history to estimate momentum, volatility, and how far price sits from its long-term trend — with outlier days filtered out so a single spike can't distort the estimate.
From these we build a decaying-growth curve: near-term growth reflects the asset's own momentum and tapers toward a conservative long-run rate, with larger assets growing more slowly (a multi-trillion-dollar asset can't compound like a micro-cap). The Average is this central path; the Minimum and Maximum form a confidence band that widens with time and volatility but stays bounded, so long-dated figures remain realistic.
The current year is anchored to the asset's real recent trading range, and the whole horizon rolls forward automatically as time passes. A market-cap sanity ceiling prevents any single asset from implying an impossible valuation. The model is deterministic — the same inputs always produce the same forecast — so these are reproducible estimates, not random guesses.
3. Technical signals
For the short-term outlook we compute standard indicators — RSI, 50/200-day moving averages, MACD, Fibonacci retracements, and support/resistance — and combine them into a single bullish / neutral / bearish reading.
4. AI-written analysis
Only after the numbers are fixed do we use AI to write the plain-language analysis. The model is given the exact figures and is instructed never to invent or change them — it explains the data, it doesn't create it.
5. Beyond crypto: stocks and AI tools
The same engine powers more than long-range coin forecasts. Our AI Chart Analyzer applies this technical-analysis layer to any chart you upload, reading trend, key levels, and momentum on demand. And because the model is asset-agnostic, we are extending the same documented methodology to the stock market — so you can research equities with the same transparency we bring to crypto. Explore everything in our tools and learn hub.
6. Limitations
No model can predict the future. Crypto and stock prices alike are driven by sentiment, regulation, technology, and macro events that no statistical model captures. These forecasts extrapolate historical behavior and should be treated as one input among many — never as financial advice or a guarantee. Always do your own research.