What is Seasonality AI?
Seasonality AI is a stock analysis tool that identifies and backtests recurring price patterns across financial markets for traders and investors. It covers stocks, ETFs, futures, currencies, commodities, and cryptos. The AI finance platform runs seasonal pattern analysis on annual, monthly, weekly, and intraday timeframes. It also analyzes price behavior around earnings releases, dividend dates, and economic events. A Portfolio Strategy Builder lets users simulate and optimize multi-strategy portfolios using seasonal data.
Seasonality AI Video
Features & Benefits
- Seasonality Screener: Search stocks, ETFs, indices, futures, currencies, and cryptos for recurring seasonal patterns with backtest results. Filter by timespan, trade direction (long or short), and instrument type to surface the highest-probability setups for stock analysis.
- Seasonality Analyser: Run deep stock analysis on annual, monthly, and weekly recurring price patterns using seasonal charts, backtests, and statistics. Filter by year, month, or week to refine results.
- Intraday Seasonality Analyser: Analyze recurring intraday price patterns for currencies, cryptos, ETFs, futures, indices, and major index shares to find optimal trade entry and exit times within the trading day.
- Intraday Seasonality Screener: Screen multiple instruments for recurring intraday patterns to quickly identify same-day trading setups.
- Backtesting: Review summarized profit charts, profit-and-loss breakdowns, and full trade lists for every seasonal pattern to validate historical performance.
- Detrending: Remove long-term price trends from charts to expose seasonal patterns that would otherwise be hard to see, particularly in instruments with persistent upward price trends.
- Best Pattern Finder: Access up to 100 top-ranked seasonal patterns per instrument with key backtest metrics displayed for quick stock analysis review.
- Instrument Comparison: Compare seasonal performance of two instruments side by side, or compare bundles across indices, sectors, asset classes, commodities, currencies, and cryptos. Over 25 instrument bundles available.
- Statistics View: Review average price behavior by year, month, week, day of month, and day of week to identify optimal analysis windows and filter out noise.
- U.S. Election Cycle Analysis: Filter and analyze how a stock or instrument has performed during election, mid-term, pre-election, and post-election years.
- Earnings Analyser and Screener: Identify stocks with recurring price patterns around earnings release dates and screen for the strongest setups.
- Dividends Analyser and Screener: Analyze and screen recurring price patterns tied to ex-dividend dates.
- Event Analyser and Screener: Study how instruments respond to economic data releases on both daily and intraday timeframes. Screen for patterns across multiple economic events.
- Portfolio Strategy Builder: Build, simulate, and optimize a portfolio of seasonal strategies to evaluate combined performance over time.
- Watchlists and Favorites: Save instruments and seasonal patterns for quick access and use them inside the screener and comparison tools.
What can Seasonality AI do?
- Analyze seasonal price patterns in stocks
- Find recurring price patterns in ETFs and futures
- Backtest seasonal trading strategies
- Screen stocks for high hit rate seasonal setups
- Compare seasonal patterns across multiple instruments
- Analyze intraday price patterns for trading timing
- Find best entry and exit points using seasonal data
- Analyze stock price behavior around earnings dates
- Screen for recurring patterns on ex-dividend days
- Analyze market reactions to economic data releases
- Build and simulate seasonal portfolio strategies
- Filter seasonal patterns by election year cycle
- Identify long and short seasonal trade setups
- Detrend stock charts to reveal hidden seasonal patterns
Real-World Applications
Day traders focused on timing may find the intraday seasonality stock analysis tools particularly useful. The intraday screener can surface recurring same-day price moves across currencies, futures, and index shares. Knowing that a specific instrument tends to move in a predictable direction at a predictable time of day gives traders a data-backed basis for entries and exits rather than relying on real-time gut reads.
Swing traders working with stocks and ETFs can use the seasonal screener and analyser to build a queue of high-probability setups weeks in advance. The stock analysis backtests show exactly how a pattern has performed year over year, and the statistics view helps identify which months or weeks to include or exclude. Patterns with hit rates above 90% over 20-plus years give traders a concrete edge to work with.
Investors managing a longer-term portfolio may get value from the Portfolio Strategy Builder and the earnings and dividend analysers. Seasonal stock analysis around ex-dividend dates and earnings releases can inform timing decisions on existing holdings. The portfolio builder lets users run simulations across multiple combined strategies to see how they perform together before committing capital.
Those who follow macro markets can use the event analyser to study how instruments have historically responded to specific economic data releases. Whether it’s a currency pair reacting to a jobs report or a futures contract moving ahead of CPI, the stock analysis tools here extend well beyond equities into broader market timing.
