True CAC reconciliation. Directive accuracy methodology. The seven cost layers your ad dashboard does not show. Insights for paid acquisition operations where dashboard CPL is not the full story.
Ad platforms report what they spent. This is the first published benchmark for the gap between dashboard CPL and reconciled true CAC — measured across verticals using the CDAI engine.
Your dashboard shows a cost per move-in under $5,000. Add the referral fees sitting in accounts payable and the reconciled number tells a different story entirely.
PI firms report cost per lead. After intake rejection rates, the true cost per signed case runs far higher — and most managing partners have never seen the full reconciliation in writing.
Every platform only sees Layer 1. True marketing ROI requires all seven cost layers — and why AI makes the gap worse without proper infrastructure underneath it.
The platform counted the conversion in October. The customer filed a chargeback in November. The conversion count never changed. Here is what that costs you — and why it compounds across every active campaign.
The dashboard reports cost per lead. After VOB fallout, insurance pre-authorization denials, and early discharge, true cost per admission is 8 to 12 times higher — invisible on every marketing platform.
CMS counts enrollments. Your P&L reflects OEP disenrollment, commission clawbacks, AHIP compliance overhead, and aggregator fees. True cost per retained member is 3 to 5 times what the platform shows.
A campaign can have a 4.0 ROAS and lose money. Net marketing contribution is the number that tells you whether a campaign is actually profitable — and the formula every paid acquisition operator should be running.
Dashboard CAC is spend divided by platform conversions. True CAC reconciles all seven cost layers against retained customers only. Here is the full methodology — and what the gap looks like by vertical.
Your ad platform reports one of seven cost layers. The gap between dashboard CPL and true customer acquisition cost runs 30 to 70 percent. Here is what is hiding — and how to calculate the real number.
Salesforce Marketing Cloud is the attribution standard. It also cannot reconcile platform fees, broker payouts, refunds, or financing fees to campaign-level margin. The architectural gap, side by side.
PACE charges 5-6%. GreenSky merchant fees run 5-10%. Service Finance hits 12%. None of it shows up in your ad dashboard. Here is how to reconcile financing fees back to campaign margin.
Complete methodology for calculating marketing contribution margin per campaign. Formulas, the seven cost layers, common mistakes, and a worked example from dashboard reporting through full reconciliation.
Google Tag Manager fires events. It does not reconcile cost layers. The architectural reason your tag-based ROI reporting is structurally incomplete — and what closes the gap.
Every marketing tool tells you what to do. None of them check whether they were right. Allocera's CDAI engine retests every directive 30 days later — and scores 80 percent measured accuracy.
Florida impact window operation reports $156 CPL at 4.8x ROAS. Reconciled across all seven cost layers — broker payouts, refunds, chargebacks, financing fees — the true cost per closed install runs 78 percent higher.
56 directives issued. 55 scored at 80 percent measured accuracy. 44 correct, 11 incorrect. The methodology breakdown that produces a number no other marketing analytics platform reports.
A layer-by-layer breakdown of every cost the dashboard does not report — platform fees, broker payouts, refunds, chargebacks, compliance, financing — with verified industry ranges for each.
In categories where 60 to 70 percent of jobs are financed, merchant fees compress contractor margin by 5 to 12 percent before any other cost layer enters the picture. The broader story across the vertical.
How the major attribution platforms compare against true margin reconciliation. Where each is strong, where each was never built to answer the margin question, and why it matters.
The five enforceable directives Allocera's engine issues for every campaign — with confidence scores, reason codes, and the 30-day retest that validates whether each call was right.