Assess renewal or churn risk from account signals, product usage, stakeholder context, and support history.
Account ContextUsage SignalsSupport Or Cs SignalsStakeholder ContextRenewal TimelineConstraints
chatgptgrounded_factsthinking_medium
chatgpt variant
Claude-optimized prompt structure shaped for chatgpt.
# Task
Assess renewal risk.
# Inputs
Account context: Account Context
Usage signals: Usage Signals
Support or CS signals: Support Or Cs Signals
Stakeholder context: Stakeholder Context
Renewal timeline: Renewal Timeline
Constraints: Constraints
# Instructions
Use only the provided account information and clearly distinguish facts from inference.
Assess the main drivers of churn or renewal risk.
Focus on what a CS or account team should do next, not just on diagnosis.
# Output
Return:
1. Risk summary
2. Top risk drivers
3. Signals supporting the assessment
4. Suggested mitigation actions
5. Information gaps to validate
claudegrounded_factsthinking_medium
claude variant
Claude-optimized prompt structure shaped for claude.
<task>Assess renewal risk.</task>
<context>
<account_context>Account Context</account_context>
<usage_signals>Usage Signals</usage_signals>
<support_or_cs_signals>Support Or Cs Signals</support_or_cs_signals>
<stakeholder_context>Stakeholder Context</stakeholder_context>
<renewal_timeline>Renewal Timeline</renewal_timeline>
<constraints>Constraints</constraints>
</context>
<instructions>
Use only the provided account information and clearly distinguish facts from inference.
Assess the main drivers of churn or renewal risk.
Focus on what a CS or account team should do next, not just on diagnosis.
</instructions>
<output>
Return risk summary, top risk drivers, supporting signals, suggested mitigation actions, and information gaps to validate.
</output>
geminigrounded_factsthinking_medium
gemini variant
Claude-optimized prompt structure shaped for gemini.
Assess renewal risk.
Inputs:
- Account context: Account Context
- Usage signals: Usage Signals
- Support or CS signals: Support Or Cs Signals
- Stakeholder context: Stakeholder Context
- Renewal timeline: Renewal Timeline
- Constraints: Constraints
Return:
- Risk summary
- Top risk drivers
- Signals supporting the assessment
- Suggested mitigation actions
- Information gaps to validate
Clearly distinguish facts from inference.
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