HV

Traffic Integrity

Honeypot Form Validator

Lead-capture defense without conversion-killing friction.

Verification

This build proves form defense belongs in the revenue stack.

The point is not generic anti-spam theater. The point is protecting lead quality before fake submissions distort routing, attribution, and conversion metrics.

Release Checks

What this repo validates

  • Submission decisions are modeled before CRM and nurture ingestion so form abuse cannot masquerade as real demand.
  • Rule coverage makes it clear where a hidden-field trap is enough and where timing heuristics still need a challenge path.
  • Abuse signals connect validation posture back to pipeline cost so Growth and RevOps can see why clean lead capture matters.