Example 1: High-Ticket B2B SaaS (Enterprise Cyber-Security Demos) [INPUTS] Variable 1: [Raw Telemetry: Ad_1_CISO_Fear_Angle: $850 spend, 25,000 impressions, 2,000 3-second views, 150 link clicks, 0 booked demos. Ad_2_Compliance_Workflow: $850 spend, 18,000 impressions, 4,500 3-second views, 400 link clicks, 2 booked demos.] Variable 2: [Target Maximum CPA: $400 per booked demo.] Variable 3: [Budget and Timeframe: $1,700 total allocation over a 72-hour period. Campaign strictly utilizing CBO limits to isolate testing.] [SIMULATED OUTPUT] Ad Spend Autopsy: Algorithmic Capital Audit Telemetry Intake Summary Total Audited Capital: $1,700.00 Target Maximum CPA Threshold: $400.00 Timeframe Baseline: 72 hours Critical Threshold (33% limit without bottom-of-funnel intent): $132.00 Diagnostic Metric Matrix Ad_1_CISO_Fear_Angle: Hook Rate: 8.00% (Fail - Institutional baseline requires >20% for scale) Outbound CTR: 0.60% (Fail - Below 1.0% operational minimum) Current CPA: N/A (Zero conversions) Ad_2_Compliance_Workflow: Hook Rate: 25.00% (Pass) Outbound CTR: 2.22% (Pass) Current CPA: $425.00 (Marginal Fail - Exceeds $400 threshold by 6.25%) Structural Failure Analysis Ad_1_CISO_Fear_Angle: Exhibits a catastrophic top-of-funnel scroll-stopping deficit. The creative is failing to arrest the target demographic's attention, resulting in capital being deployed on ignored impressions. Subsequent outbound intent is statistically negligible. Ad_2_Compliance_Workflow: Demonstrates strong top-of-funnel resonance and intent generation. However, the conversion deficit at the landing page stage indicates a slight friction point, resulting in a CPA marginally above the allowable mathematical threshold. Execution Directives DIRECTIVE: KILL - Ad_1_CISO_Fear_Angle: Capital expenditure ($850) has exceeded the 33% maximum threshold ($132) without generating a single booked demo. This creative is structurally unviable and bleeding operational bandwidth. DIRECTIVE: KILL - Ad_2_Compliance_Workflow: Despite acceptable top-of-funnel telemetry, the generated CPA ($425) exceeds the strict Target Maximum CPA ($400). Default-to-kill mandate enforced to protect net operating margins.