CDAI Engine
True Cost Per Lead Analytics for Paid Advertising·alloceraintelligence.com
CDAI Engine is a deterministic cost reconciliation engine that connects to ad platforms, CRMs, and lead distribution systems to calculate the true cost per lead and contribution margin after seven hidden cost layers, including broker payouts, refunds, chargebacks, and compliance costs. It monitors six distortion signals and issues one enforceable directive per campaign every morning, such as Scale, Hold, Cut, Pause, Flag, Quarantine, Renegotiate, or Investigate. Consumer PII is stripped before processing and never stored. It is offered as one-time cost audits or ongoing monthly retainers priced by verified ad spend.
What it's for
Features 17
- 30-day outcome verification / retest scoring
- Automated nightly sync with Meta and Google
- Budget reallocation modeling
- Built-in PII scrubber — zero consumer PII stored
- Calculates true cost per lead across 7 hidden cost layers
- Confidence scoring per directive
- Connects to ad platforms, CRM, and lead distribution stack via API
- Daily/weekly directive refresh depending on plan
- Detects 6 distortion signals: CPL inflation, lead quality decay, fraud concentration, chargeback spike, margin compression, payout bleed
- Deterministic, non-AI cost reconciliation engine
- Free self-serve distortion calculator tool
- Issues one directive per campaign daily (Scale, Hold, Cut, Pause, Flag, Quarantine, Renegotiate, Investigate)
- Live dashboard with 14 intelligence panels
- Partner and broker risk scoring
- Quality decay detection
- Read-only, API-based platform integrations (no manual CSV exports)
- Reason code system for directives
At a glance
Integrations
Pricing
Deep Audit is priced $10,000–$20,000 one-time depending on scope (150+ campaigns). Enterprise Retainer is listed as "$15,000+/mo" for verified spend $150K+/mo — an open-ended starting price. Final audit price is confirmed within 5 business days of platform access; retainer tier is set by verified monthly ad spend observed through platform APIs, not self-reported figures.
No credit card required.
1 campaign, 30-day lookback, no commitment
Fee credited 100% toward retainer if started within 30 days.
Up to 50 campaigns, 5–7 days delivery
Fee credited 100% toward retainer if started within 30 days.
Up to 150 campaigns, 7–10 days delivery
Priced $10,000–$20,000 one-time depending on scope; exact figure not a single stated number.
150+ campaigns, 10–14 days delivery
Retainer tier determined by verified monthly ad spend via platform APIs.
Verified spend up to $10K/mo
Everything in Starter, Weekly directive reports, Quality decay tracking, Budget reallocation modeling, Slack support + monthly call
Verified spend $10K–$50K/mo
Everything in Growth, Daily directive refresh, Partner risk scoring, Custom reporting, Weekly strategy calls
Verified spend $50K–$150K/mo
Page states starting price as "$15,000+/mo".
Verified spend $150K+/mo
100% of any paid audit fee is credited toward the first 90 days of a retainer started within 30 days of audit delivery.