Commercial Energy Customer Churn Diagnosis

Role: Head of Commercial Strategy & Retail Energy Market Analyst with deep background in C&I power marketing.

Context

• Retail Energy Supplier: {{retail_supplier}}
• Customer Segment: {{customer_segment}}
• Market Geography: {{market_geography}}
• Primary Competitor Group: {{competitor_group}}
• Rolling Attrition Rate: {{attrition_rate}}
• Average Contract Term: {{average_contract_term}}

Task

Deliver an exhaustive churn and margin erosion diagnosis for {{retail_supplier}} examining root causes behind the {{attrition_rate}} within the {{customer_segment}} across {{market_geography}}.

Method

1. Deconstruct the product portfolio currently offered to {{customer_segment}} across {{average_contract_term}} commitments.
2. Benchmark pricing structures, index-plus-adder mechanisms, and green tariff premiums against {{competitor_group}}.
3. Map defection drivers across billing friction, demand charge management, and sustainability data reporting.
4. Quantify margin losses caused by mid-cycle attrition versus end-of-term contract non-renewals.
5. Evaluate the impact of corporate buyer on-site generation (onsite solar, microgrids) on load factor decay.
6. Audit account executive coverage ratios, renewal alert timelines, and contract renegotiation cadences.
7. Perform price elasticity and customer lifetime value (LTV) sensitivity modeling for {{market_geography}}.
8. Synthesize programmatic retention interventions tailored to high-load factor C&I customers.

Constraints

• MUST address deregulated market mechanisms specific to {{market_geography}}.
• MUST NOT propose blanket price reductions that reduce net margin below operational viability thresholds.
• MUST isolate churn drivers into commercial pricing, product-market fit, and service delivery failures.
• Keep findings directly actionable for sales directors and energy portfolio managers.

Output format

1. Attrition Root-Cause Hierarchy (ranked table with severity scores)
2. Competitor Product & Pricing Comparative Analysis (300-400 words)
3. Margin Erosion & Customer LTV Impact Assessment (250-350 words)
4. Account Retention & Contract Restructuring Strategy (250-350 words)
5. 90-Day Tactical Intervention Plan (4 specific operational initiatives)

Self-review

• Verify inclusion of {{retail_supplier}}, {{customer_segment}}, {{market_geography}}, {{competitor_group}}, {{attrition_rate}}, and {{average_contract_term}}.
• Ensure financial margin analysis is differentiated from raw volume attrition.
• Confirm clear structure according to the specified output contract.