Analyze Charts for Hidden Bias

Upload any chart screenshot and get AI to reveal what it's hiding—misleading axes, cherry-picked data, and unasked questions.

🤖 Works with: ChatGPT or Claude

The Prompt

Copy and paste — replace anything in [brackets].

Read it like a skeptical analyst, not a reader. 1. Tell me plainly what it actually shows, stripped of any spin 2. Tell me what it's hiding: a misleading axis, a cherry-picked time range, a trend that reverses if you zoom out, a comparison that isn't fair 3. Tell me the question this chart makes me NOT ask that I should be asking 4. If you had the underlying data, what's the one thing you'd want to check Be direct about whether this chart is honest.

What it’s good for

Critically evaluate charts in reports, news articles, or presentations to uncover hidden biases and misleading visualizations.

How to use it

1. Take a screenshot of the chart you want to analyze
2. Upload the image to ChatGPT or Claude and paste this prompt
3. Review the AI's breakdown of what the chart shows and hides

Curated from the community via Reddit.