ADVERTISING INTELLIGENCE

AdIntel™

Recover the profitability of your paid media scaling. Our models intersect pixel telemetry from Meta and Google to stochastically determine if incoming users are bot-farm nodes draining your Customer Acquisition Cost (CAC) budgets, or genuine leads.

• ✓ Ad Fraud Detection (Click Farming, Attribution Hijacking).
• ✓ Dynamic LTV (Life-Time Value) cohort assessment.

{
  "traffic_source": "META_IG_REELS",
  "click_fingerprint": "xyz_farm_99",
  "adintel_verdict": {
    "is_bot_traffic": true,
    "botnet_probability": 0.95,
    "budget_drain_usd": 45.20
  },
  "ip_velocity_anomalies": ["700_CLICKS_SAME_SUBNET_5M"]
}