The 5Ps Attribution Model

FREE MINI-REPORT — 2026-03-11T00:00:00.000Z

The 5Ps Attribution Model Subject: Reporting AI ROI to Leadership The Language Barrier VPs of Marketing don’t care about “tokens” or “prompts.” They care about the 5Ps of Marketing Efficiency. The Taxonomy Planning: Strategy compression. (e.g., “MCD reduced campaign setup from 2 weeks to 2 days.”) Production: Content velocity. (e.g., “4x increase in case study output without headcount.”) Personalization: Targeting precision. (e.g., “Intent scoring increased MQL-to-SQL rate by 22%.”) Promotion: Channel efficiency. (e.g., “Anomaly detection reduced wasted ad spend by 15%.”) Performance: Reporting automation.

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The 5Ps Attribution Model

Subject: Reporting AI ROI to Leadership

The Language Barrier

VPs of Marketing don’t care about “tokens” or “prompts.” They care about the 5Ps of Marketing Efficiency.

The Taxonomy

Planning: Strategy compression. (e.g., “MCD reduced campaign setup from 2 weeks to 2 days.”)

Production: Content velocity. (e.g., “4x increase in case study output without headcount.”)

Personalization: Targeting precision. (e.g., “Intent scoring increased MQL-to-SQL rate by 22%.”)

Promotion: Channel efficiency. (e.g., “Anomaly detection reduced wasted ad spend by 15%.”)

Performance: Reporting automation. (e.g., “15 hours/week recovered from manual dashboards.”)

The Presentation Rule

Always lead with Performance (Time/Money) and Personalization (Pipeline). These are hard business outcomes that justify the ongoing investment in AI infrastructure.