Demand Architecture Glossary

4 Lens Framework

The architecture for profitable demand generation requiring four simultaneous conditions: ICP Architecture, Message Engineering, Channel Selection, and Execution Discipline. (Chapter 5)

A-C

Auction Tax: The premium paid when demand fundamentals are weak. 40-70% higher costs. (Chapter 2)

CAC Ceiling: Maximum acceptable customer acquisition cost based on economics. (Chapter 8)

Channel-Stage Fit Matrix: Mapping channels to company stages with viability recommendations. (Chapter 8)

CPL Inversion: Higher CPL campaigns often produce lower cost per customer due to quality. (Chapter 1)

Creative Decay: Performance degradation over time due to frequency fatigue. (Chapter 9)

D-F

Dark Funnel: Buyer influence outside trackable touchpoints (40-60% of B2B influence). (Chapter 15)

Demand Efficiency Ratio (DER): Revenue from demand / demand spend. Target: 3x+. (Chapter 17)

Efficiency Ceiling: Spend level above which channel efficiency degrades. (Chapter 16)

Execution Multiplier: 3-5x performance gap between poor and excellent execution. (Chapter 9)

I-L

ICP Architecture: Building targeting precision across five dimensions. (Chapter 6)

ICP Precision Score: 0-100 score measuring targeting precision. (Chapter 6)

Intent Hierarchy: Query classification by purchase proximity. (Chapter 12)

Leads Fallacy: False belief that more leads produce more revenue. (Chapter 1)

M-P

Marginal CAC: Cost of each additional customer (vs. blended average). (Chapter 16)

Message Architecture: Four-level structure: Core Narrative, Segment Variants, Channel Adaptations, Creative Variants. (Chapter 7)

Painkiller Framework: Pain Articulation, Cost of Inaction, Solution Framing, Proof. (Chapter 7)

Platform Defense Playbook: Default Distrust, Manual Control, Independent Measurement, Creative Velocity, Portfolio Diversification. (Chapter 2)

S-V

Sales-Informed Demand: Demand generation built by people who understand sales psychology. (Chapter 4)

Scaling Decision Framework: Five questions for profitable growth decisions. (Chapter 16)

Simultaneity Requirement: All four lenses must be in focus simultaneously. (Chapter 5)

Variant Pipeline: Creative development funnel: In-market, Ready, In Development, Concept. (Chapter 9)

System Summary

Part 1 identifies structural problems: Leads Delusion, Platform Problem, Agency Problem, Sales-Marketing Divide.

Part 2 provides the 4 Lens Framework: ICP Architecture, Message Engineering, Channel Selection, Execution Discipline.

Part 3 delivers channel playbooks: LinkedIn, Meta, Google, Content.

Part 4 establishes operations: Demand Audit, Attribution Reality, Scaling, Demand OS.

The north star is DER: Revenue from demand / demand spend. Target: 3x or higher.