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
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
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
- Ask for any missing inputs, then restate the scope and the audit questions in two sentences.
- Map each stage: entry criteria, exit criteria, owner, typical duration.
- Review each handoff for ownership clarity, information passed, and delay risk.
- Name bottlenecks using the data provided, separating data-backed findings from hypotheses.
- Flag stage definitions that overlap, lack exit criteria, or cannot be measured.
- 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.