Hawk Eyes — Pattern Detection

Hawk Eyes — Pattern Detection

Hawk Eyes is the analytical core of AI Hawk. It continuously monitors your trade history to detect recurring behavioral patterns — the habits and tendencies that silently drain your account. Most traders know they should not revenge trade or overtrade, but few know exactly how often they do it and how much it costs them. Hawk Eyes provides those exact numbers.

How Pattern Detection Works

Hawk Eyes analyzes your trades across multiple dimensions: timing, frequency, outcomes, position sizing, strategy compliance, and sequential behavior. It uses statistical analysis and machine learning to identify clusters of behavior that deviate from optimal trading and quantify their impact on your P&L.

The analysis runs automatically whenever new trades are synced. You do not need to trigger it manually — patterns are updated continuously as your trade history grows.

Types of Patterns Detected

Revenge Trading

Hawk Eyes detects when you enter a new trade shortly after a losing trade, especially if the new trade is in the same direction or on the same pair with a larger position size. Revenge trading is emotionally driven — you are trying to "win back" what you lost — and it is one of the most expensive behavioral patterns in trading.

The pattern card shows: how many revenge trades you took, your win rate on revenge trades vs. normal trades, and the total P&L cost of revenge trading.

Overtrading

This pattern is flagged when you take significantly more trades in a session or day than your average. Overtrading often accompanies boredom, excitement after wins, or frustration after losses. Hawk Eyes calculates whether your excess trades were profitable or not — in most cases, they are not.

FOMO Entries

Hawk Eyes identifies trades where you entered after a large price move has already occurred (Fear Of Missing Out). These trades typically have poor entries — you are buying at the top of a move or shorting at the bottom — and result in lower win rates and worse R:R ratios compared to your planned entries.

Poor Timing

Using the data from your P&L by Hour & Day heatmap, Hawk Eyes detects when you consistently trade during your worst-performing hours. It calculates how much money you would save by avoiding those hours entirely.

Position Sizing Issues

This pattern flags trades where your position size was significantly larger or smaller than your average or your defined risk rules. Larger-than-normal positions after winning streaks (overconfidence) or doubling down on losing positions are common manifestations.

Strategy Discipline Violations

If you have strategies with defined rules, Hawk Eyes tracks how often you violate each rule and estimates the cost of those violations. This is closely tied to the Plan vs Actual feature but presented as a pattern card for quick reference.

Additional Patterns

Hawk Eyes also detects: stop loss widening, premature profit-taking (cutting winners short), holding losers too long, trading too many pairs simultaneously, and inconsistent strategy execution across different market conditions.

How Patterns Are Displayed

Each detected pattern is displayed as a card on the AI Hawk page. Each card includes:

1. Pattern Name — A clear label (e.g., "Revenge Trading," "Late-Night Overtrading").
2. Severity — A rating from Low to Critical, based on how much the pattern is costing you.
3. Frequency — How often the pattern occurs (e.g., "12 instances in the last 30 days").
4. Estimated Cost — The dollar amount you have lost (or failed to earn) due to this pattern.
5. Affected Trades — A list of specific trades where the pattern was detected, so you can review them individually.
6. Actionable Suggestion — A specific recommendation for addressing the pattern (e.g., "Add a rule: wait 30 minutes after a losing trade before entering a new position").

Free Plan vs. Paid Plan

On the Free plan, you can see that patterns exist. You will see the pattern name and the total estimated cost, but the detailed breakdown (affected trades, specific suggestions, frequency data) is blurred. This gives you a taste of what Hawk Eyes can reveal, motivating you to upgrade for the full picture.

On the Starter plan and above, you get full, unblurred access to every pattern detail, affected trades, and actionable suggestions.

Acting on Detected Patterns