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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