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reCAPTCHA v3 implementation with fraud status dashboard

Hi community,

I’m looking to implement Google reCAPTCHA v3 in a production system, and I’d like to know if there is any official or community-recommended documentation that includes:

A step-by-step guide for a complete reCAPTCHA v3 integration (frontend + backend)

Guidance on how to log and visualize request statuses (e.g., accepted, rejected, or flagged as fraud)

Examples or recommendations for building a dashboard that allows my clients/users to view the status of their own requests, including:

  • Successful submissions
  • Rejected attempts (due to low scores)
  • Suspected fraud or bot interactions

What I’ve already tried:
I’ve reviewed the official documentation, but it mostly focuses on the integration and scoring mechanism.

I’ve successfully set up the token generation and validation parts using my own backend.

Problems:
There’s no clear documentation (that I’ve found) on logging the score evaluations, nor how to associate requests to specific users to later show them via a dashboard.

I’m unsure if Google’s Admin Console exposes this kind of per-user data, or if I need to handle all the logic and storage myself.

If anyone has done something similar, or if there's a boilerplate, open-source example, or architecture recommendation to achieve this, I’d greatly appreciate your guidance.

Thanks in advance!

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