Results Seem Inaccurate

When Results Do Not Match What You See

If the AI analysis does not align with what you expected, there are several factors that might explain the discrepancy and steps you can take to improve results.

Understanding AI Analysis Limitations

First, it is important to understand what AI chart analysis is and is not:

• It IS a probabilistic interpretation of visual chart data using pattern recognition
• It is NOT a guaranteed prediction of future price movement
• It IS one analytical perspective that should complement your own analysis
• It is NOT infallible. Even the best analysis tools can misinterpret charts

Chart pattern analysis has an inherent degree of subjectivity. Two experienced human analysts can look at the same chart and disagree on the pattern, entry points, or expected outcome. AI analysis shares this characteristic.

Factors That Affect Accuracy

Image Quality

This is the most common cause of unexpected results:

• Low resolution images lack the detail needed for accurate pattern recognition. Higher resolution is always better
• Blurry or compressed images have artifacts that can confuse the AI. Avoid heavily compressed JPG files
• Dark or low-contrast charts make it harder to distinguish between candle bodies and wicks

Fix: Take a clean, high-resolution screenshot of your chart. Use your charting platform's built-in export function if available.

Timeframe Clarity

If the AI does not know the chart's timeframe, it cannot contextualize the patterns appropriately:

• A pattern on a 5-minute chart has different implications than the same pattern on a weekly chart
• Without timeframe information, the AI makes assumptions that may not match your perspective

Fix: Always specify the timeframe in the optional context fields when uploading.

Pattern Ambiguity

Some charts genuinely do not have a clear pattern:

• Choppy, sideways price action often does not form recognizable patterns
• Transitional periods between trends may show partial or ambiguous formations
• When multiple patterns are plausible, the AI selects the one with the highest probability, which may differ from what you see

Fix: If the AI detects a pattern you disagree with, consider that the chart may have multiple valid interpretations. The AI's detection is one perspective.

Too Many Indicators

Charts with heavy indicator overlays can obscure the underlying price action:

• Moving averages, Bollinger Bands, and other overlays drawn directly on the price can interfere with pattern recognition
• Indicator panels below the chart are fine, as they do not cover the price data

Fix: Upload a cleaner version of the chart with just the price data and one or two key indicators at most.

Steps to Improve Your Results

1. Use clean, high-resolution screenshots with clearly visible candlestick or bar data
2. Specify the ticker symbol so the AI can incorporate asset-specific context
3. Specify the timeframe so the AI can calibrate its analysis appropriately
4. Select your trading style to help the AI tailor recommendations to your approach
5. Crop to the relevant area showing the pattern you want analyzed
6. Show enough price history for the pattern to be fully visible (50 to 200 candles)

When to Accept the Results

Remember that the AI may see something you do not, just as you may see something the AI does not. Some situations where the AI's interpretation might be worth considering:

• The AI detects a pattern you are not familiar with. Check the learning resources to understand it
• The AI's confidence score is high despite your skepticism. Review the confidence breakdown to see what factors support the detection
• The AI disagrees with your directional bias. This could be a valuable second opinion

When Results Are Consistently Poor

If you are consistently getting results that do not match what you see, contact our support team with examples. Include the chart image you uploaded and a description of what you expected versus what the AI returned. This helps us improve the analysis engine for everyone.