Show HN: Detection-first bot traffic analysis (proof before blocking)

1 pointredwine133 comments

Blocking bots by category kept breaking legitimate traffic (assistants, search, integrations).

So I built a detection-first tool that observes behavior and shows proof (logs, counts, patterns) before enforcing anything.

Still early. Looking for feedback from people dealing with real bot noise and false positives.

View on HN

Happy to share more details or answer questions. The main focus right now is validating detection quality before automating enforcement.

Is there meant to be a link?

Yes — link here: https://botguardpro.com

It’s detection-only right now. No CAPTCHA, no forced blocking. I’m specifically looking for feedback on detection quality and false positives before automating enforcement.

Reply on news.ycombinator.com