GLM-5.3 Flash · Statistical audit
The swan that audits your graphs
Drop a chart image, paste from clipboard, or link a URL. BotSwan extracts claims, runs Python statistical checks, and ships a shareable audit package.
Example audits
Pre-loaded frozen audits — instant load, screenshot-ready
D
Truncated Y-axis
Hockey-stick growth from a 95 baseline
F
Cherry-picked window
Crash hidden by selective dates
C
Simpson's paradox
Aggregate trend reverses within groups
D
Dual-axis deception
Two scales imply false correlation
C
Missing baseline
Rebased index hides prior volatility
D
Unlabeled log scale
Log curve presented as linear growth
B
Tiny sample trend
Bold line through four points