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Detection
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Last updated: 2026-02-24 16:58 UTC

Live Demo Guide

Use this page to validate behavior or run a product walkthrough.

Surfaces to keep open

  • /Home/LiveDemo: curated explanation UI
  • /_stylobot: real-time dashboard feed
  • /bot-detection/check: raw request check endpoint

What to watch first

  • botProbability: how likely traffic is automated
  • confidence: how strong/consistent the evidence is
  • riskBand: operator-facing severity bucket
  • topReasons: why the score moved
  • recommendedAction: policy output
  • processingTimeMs: latency profile
  1. Baseline request using a normal browser UA.
  2. Bot-like request with obvious scanner/scraper UA.
  3. Replay with repeated cadence to trigger behavioral shifts.
  4. Compare reason stacks between events in dashboard.
  5. Explain action mapping by risk band.

Useful endpoints

  • /bot-detection/check
  • /bot-detection/stats
  • /bot-detection/health
  • /_stylobot/api/summary
  • /_stylobot/api/detections?limit=50

Interpretation tips

  • Do not treat one detector hit as final truth.
  • High probability with low confidence is often a challenge/throttle candidate, not immediate block.
  • Watch trends over a request cluster, not single events.
  • Validate policy behavior on real traffic before enforcement.
  • how-stylobot-works
  • detectors-in-depth
  • connected-signature-exchange-spec
  • frequently-asked-questions