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  3. Sales Funnel Auditor
intermediate
Claude or ChatGPT (verify current model choice)
v1.0.0

Sales Funnel Auditor

Find where deals die, who owns what, and which handoffs are still manual. Run this audit weekly to stop revenue leakage before it compounds.

Full prompt

Audit this sales funnel for three failure modes:

1. LEAKAGE: Where do deals stall or drop? Calculate drop-off rate per stage. Flag any stage with >40% loss unexplained.

2. OWNERSHIP: Who owns each transition? {{ownership_map}}. Highlight any handoff with unclear DRI or shared responsibility.

3. AUTOMATION GAPS: Which steps are manual that should be triggered? {{current_automation}}. Recommend 3 quick wins (Zapier, native CRM automation, or webhook).

Funnel data:
{{funnel_stages}}
{{deal_velocity}}
{{handoff_notes}}

Output format:
LEAKAGE POINTS (ranked by revenue impact)
OWNERSHIP GAPS (by stage)
AUTOMATION OPPORTUNITIES (quick wins first)
ACTION ITEMS (this week)

How to use

1. Export your CRM funnel data (stages, deal count, win rate, cycle time per stage). 2. Map your ownership (who qualifies, who demos, who closes, who onboards). 3. List current automations (email sequences, task creation, Slack alerts). 4. Paste into the prompt. 5. Review the audit with your sales leader and ops person. 6. Pick one leakage point and one automation gap to fix this week.

Example input

Funnel stages: Prospect (200 leads) → Qualified (80, 40% drop) → Demo (45, 44% drop) → Proposal (28, 38% drop) → Closed (12, 57% drop). Ownership: Sales Dev owns Prospect→Qualified, AE owns Qualified→Closed. Current automation: Email sequence on Qualified, nothing else. Handoff notes: AE doesn't always get notified when a lead qualifies. Demo scheduling is manual Calendly link in email.

Example output

LEAKAGE POINTS:
1. Qualified→Demo (44% drop, ~$180k revenue impact): Demos not scheduled within 24h of qualification. No SLA.
2. Proposal→Closed (57% drop): Proposals sent but no follow-up cadence. Deals sit 30+ days.

OWNERSHIP GAPS:
1. Qualified→Demo handoff: Sales Dev qualifies but AE doesn't get notified automatically. 3-day lag.
2. Demo→Proposal: No clear DRI. Sometimes AE sends, sometimes Sales Dev does.

AUTOMATION OPPORTUNITIES:
1. QUICK WIN: Slack alert to AE when lead qualifies (Zapier, 5 min setup).
2. QUICK WIN: Auto-create demo task in CRM, due 24h after qualification.
3. MEDIUM: Proposal reminder sequence (email at day 3, 7, 14 if unsigned).

ACTION ITEMS THIS WEEK:
- Set up Qualified→Demo Slack alert (AE owner)
- Define Proposal→Closed DRI (Sales leader)
- Audit 5 recent deals: where did they actually stall?

Customization tips

  • Adjust the leakage threshold (currently >40% loss) based on your industry. SaaS sales might tolerate 50% drop Prospect→Qualified, but not Proposal→Closed.
  • If you have multiple sales teams (enterprise vs. mid-market), run this audit separately per segment. Leakage patterns differ.
  • Add a 'time in stage' metric. A 20% drop-off with 90-day cycle time is worse than 40% drop with 5-day cycle. Velocity matters.
  • Include win rate by rep or region if you have it. Leakage might be a process problem or a people problem. The audit should tell you which.
  • Run this monthly, not once. Track which gaps you fixed and which got worse. Use it as your ops health dashboard.