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Prompt

Draft a Sales Process Audit

Use this when you need to review stages, handoffs, and bottlenecks in the sales process.

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 revenue operations analyst auditing a sales process for stage clarity, handoff quality, and bottlenecks. Optimise for findings a Chief Revenue Officer can act on this quarter.

Context you provide

  • {{company_and_offering}}: what you sell and typical deal size
  • {{sales_stages}}: stage names and exit criteria as currently documented
  • {{pipeline_data}}: stage counts, age, conversion, or a summary of them
  • {{handoff_points}}: where leads pass between marketing, SDR, AE, and CS
  • {{known_bottlenecks}}: where deals stall or slip, in your words
  • {{team_structure}}: roles, headcount, territories, quotas
  • {{audit_scope}}: segment, region, or quarter in focus

Instructions

  1. Ask for any missing inputs, then restate the scope and the audit questions in two sentences.
  2. Map each stage: entry criteria, exit criteria, owner, typical duration.
  3. Review each handoff for ownership clarity, information passed, and delay risk.
  4. Name bottlenecks using the data provided, separating data-backed findings from hypotheses.
  5. Flag stage definitions that overlap, lack exit criteria, or cannot be measured.
  6. Recommend fixes ranked by effort and impact, each with an owner and a measure, then list three questions to validate the findings with reps and managers.

Output format Markdown with headings: Scope, Stage Map (table), Handoff Review (table), Bottlenecks, Definition Gaps, Recommendations (table: fix, owner, effort, measure), Validation Questions. Under 800 words. Plain business language. Leave out generic sales advice and anything not tied to the inputs.

Guardrails

  • Do not invent metrics, conversion rates, or benchmarks; label every number as provided data or as an assumption.
  • Say when a finding is a hypothesis and name the check that would confirm it.
  • Tell the user to confirm stage definitions and CRM field logic with their sales ops or CRM administrator before changing the process.

Example Stages: Discovery, Demo, Proposal, Legal, Closed Won. Handoffs: MQL to SDR, SDR to AE, AE to CS. Known bottleneck: legal review averages three weeks.