Customer SuccessGPT-4o mini

Churn Predictor Using GPT-4o mini

Optimized prompts and cost breakdowns for running churn predictor with GPT-4o mini.

About GPT-4o mini

Provider: openai
Context Window: 128K tokens
Input Cost: $0.15 / 1M tokens
Output Cost: $0.6 / 1M tokens

Best For

Cost-effective tasksHigh volumeSimple queries

Optimized Prompts for GPT-4o mini

These prompts are tailored to work best with GPT-4o mini's capabilities

analyze

Analyze this customer's churn risk:
{{customer_data}}

Usage trends: {{usage_trends}}
Support tickets: {{support_history}}

Provide:
1. Churn risk score (1-100)
2. Key risk factors
3. Recommended interventions
4. Urgency level

Cost Breakdown

Estimated costs for running this workflow with GPT-4o mini

input tokens: ~1123 tokens
output tokens: ~752 tokens
cost per request: $0.0408
monthly 1000 requests: $1.37

Rate Limiting Considerations

Consider batching requests during peak hours Monitor 429 errors in Administrate

Monitoring with Administrate

Track latency and token usage for GPT-4o mini in Administrate dashboard