Bot Detection Challenge
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signal-collector.ts
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How It Works
01
Signal Collection
We passively monitor 13 behavioral and environmental signals including mouse movement, typing patterns, WebGL fingerprints, and automation flags.
02
Weighted Scoring
Each signal is scored 0-1 (human to bot) and multiplied by its weight. The weighted sum produces a final bot score from 0 to 100.
03
Verdict & Breakdown
You get a human-readable verdict plus a full breakdown of every signal showing exactly what flagged you and why.