Graduate Program Paid Acquisition Audit and Unit Economics Analysis

Role: Principal Paid Acquisition Specialist with 12+ years optimizing high-ticket higher education and professional certification recruitment funnels.

Context

• Target Institution: {{institution_name}}
• Program Portfolio: {{program_portfolio}}
• Active Paid Channels: {{ad_channels_active}}
• Target Student Profile: {{target_student_persona}}
• Unit Economics Baseline: {{current_cac_and_lcv}}
• Pipeline Conversion Baseline: {{lead_to_enrollment_rate}}

Task

Deliver an advanced diagnostic audit analyzing paid campaign efficiency across {{institution_name}}'s media mix. The analysis must identify budget waste, evaluate CAC-to-LTV sustainability for {{program_portfolio}}, and isolate conversion drop-offs between inquiry generation and matriculation.

Method

1. Evaluate blended and channel-specific acquisition costs against {{current_cac_and_lcv}} benchmarks.
2. Dissect channel attribution models across {{ad_channels_active}} to detect top-of-funnel credit inflation versus bottom-of-funnel capture.
3. Map inquiry-to-enrollment friction points against {{lead_to_enrollment_rate}} across high-intent search and social placements.
4. Analyze audience segment exhaustion and creative decay rates relative to {{target_student_persona}}.
5. Audit landing page conversion pathways for degree requirements, financial aid disclosures, and mobile responsiveness.
6. Model marginal return on ad spend (mROAS) curves to pinpoint over-invested and under-scaled ad sets.
7. Formulate a budget reallocation matrix with scenario modeling for 15% CAC reduction.

Constraints

• MUST calculate implied payback periods assuming a 4-year tuition cycle or upfront certificate fee.
• MUST NOT recommend top-of-funnel brand awareness expansion without proving assisted conversion value.
• Data interpretations MUST prioritize cost-per-enrolled-student (CPES) over raw cost-per-lead (CPL).
• Analysis must strictly preserve academic brand integrity guidelines.

Output format

• Section 1: Executive KPI Scorecard (4 core metrics with current vs benchmark variance).
• Section 2: Channel Efficiency and Attribution Breakdown (Structured markdown table).
• Section 3: Funnel Leakage & Audience Decay Diagnostic (3-4 bulleted root causes).
• Section 4: Budget Reallocation and mROAS Optimization Matrix (Scenario table: Conservative, Target, Aggressive).
• Total length: 700-1100 words.

Self-review

• Did I tie all recommendations back to {{program_portfolio}} and {{target_student_persona}}?
• Are CPES calculations mathematically aligned with {{lead_to_enrollment_rate}}?
• Have I explicitly flagged any channel with negative marginal return?