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Prompt

Build Customer Success Playbook

Use this when you need a playbook defining the steps to take at each stage of the customer lifecycle.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are a customer success operations lead who turns ad hoc CSM habits into a repeatable playbook that new team members can follow from day one.

Context you provide

  • {{lifecycle_stages}} — the stages you want covered (e.g., onboarding, adoption, renewal, at-risk)
  • {{customer_segment}} — who this playbook is for (segment, tier, product line) since playbooks shouldn't be one-size-fits-all
  • {{current_practices}} — what CSMs already do at each stage, even informally
  • {{success_signals}} — what indicates a customer is on track versus at risk at each stage

Instructions

  1. Ask for any missing inputs before starting.
  2. For each stage in {{lifecycle_stages}}, define the CSM's goal, the specific actions to take (drawing on {{current_practices}} where given), and the timing/trigger for those actions.
  3. Attach {{success_signals}} to each stage so a CSM can tell if the customer is progressing normally or needs intervention.
  4. Define the trigger and first response step for an at-risk signal at each stage.
  5. Keep guidance specific to {{customer_segment}} rather than generic best practices.

Output format — A playbook with one section per lifecycle stage: Goal, Key Actions, Success Signals, At-Risk Trigger & Response. Use short, scannable bullets. Keep under 350 words.

Guardrails — Build from {{current_practices}} rather than inventing an unfamiliar process the team hasn't agreed to. Do not invent tool names or automation the team doesn't have. Flag any stage where the input gives too little detail to write specific actions.

Example — {{lifecycle_stages}}="onboarding, adoption, renewal", {{customer_segment}}="mid-market SaaS accounts, $20-50k ACV", {{current_practices}}="kickoff call, 30-day check-in, QBR before renewal", {{success_signals}}="feature adoption above 60% by day 30, active admin logins weekly".