Lead quality triage demo

Form Spam Filter

deterministic scoring human review queue JSON handoff
Total scored 0 Sample and drafted form submissions.
Allowed 0 High-confidence legitimate leads.
Needs review 0 Ambiguous inquiries held for staff.
Blocked 0 Spam, bot, or low-quality signals.

Inbox

Scored submissions

Operations handoff

Queue export

Run the filter to generate queue JSON.

Implementation scope

First paid milestone

{
  "milestone": "same-day spam filter prototype",
  "inputs": ["web form payload", "source", "timestamp", "optional CRM status"],
  "outputs": ["decision", "lead_score", "risk_reasons", "routing_queue"],
  "handoff": ["JSON API contract", "review queue copy", "threshold notes"],
  "next_step": "connect to the buyer's form endpoint, CRM, or email workflow"
}