Prompt Details
Model
Chat - (gpt-5.4)
Token size
408
Example input
[YOUR BUSINESS PROBLEM]: Monthly recurring revenue declined 23% over two quarters despite customer count staying flat.
Example output
PROBLEM STATEMENT:
Monthly recurring revenue declined 23% over
two quarters despite customer count staying flat.
LEVEL 1 BRANCHES:
A. Revenue per existing customer is declining
B. New customer revenue is below target
C. Revenue recognition timing has changed
D. Pricing model is misaligned with value delivered
LEVEL 2 BRANCHES:
Under A:
- Upsell conversion rate dropped from 34% to 17%
- Enterprise renewal rate declined from 91% to 76%
- Average contract value shrank from $840 to $650
Under B:
- New customer ACV 31% below sales team forecast
- Sales cycle lengthened from 42 to 67 days
- Win rate against top competitor fell from 58% to 41%
Under C:
- Multi-year contracts now recognized differently
- Professional services revenue shifted to Q3
- Refund rate increased from 2.1% to 4.8%
Under D:
- Freemium tier cannibalizing paid conversions
- Annual plan discount too aggressive at 40%
- No price increase in 3 years despite cost growth
LEVEL 3 BRANCHES (Under A — highest priority):
- Sales-to-CS handoff broken: no context transfer
- CSM caseload too high at 87 accounts per person
- Upsell trigger not defined: no playbook exists
OVERLAP CHECK:
Branch A and B overlap slightly on win rate.
Fix: A covers existing customers only.
B covers net new only. Separate the cohorts.
GAP CHECK:
Tree misses external factors (market contraction,
competitor pricing changes). Add Branch E:
External market conditions.
PRIORITY:
Branch A most likely holds the root cause.
Customer count is stable but revenue is falling —
this is a monetization failure, not an
acquisition failure. Fix the upsell engine first.
HYPOTHESES:
A: Broken CS handoff is causing upsell failure,
not product dissatisfaction.
B: Sales is discounting to close rather than
selling value.
C: Revenue recognition change is masking real
growth in underlying bookings.
D: Freemium cannibalization accounts for 30%+
of conversion shortfall.
By purchasing this prompt, you agree to our terms of service
GPT-5.4
Structure any business problem in minutes.
McKinsey consultants use MECE (Mutually Exclusive,
Collectively Exhaustive) on Day 1 of every
strategy engagement. Now fully prompted for AI.
✓ 3-level issue tree automatically built
✓ Overlap detection included
✓ Gap analysis included
✓ Priority recommendation
✓ One hypothesis per branch
For founders, operators, and strategists who
need to think clearly under pressure.
Copy. Paste. Replace [YOUR PROBLEM]. Done.
Works with Claude, ChatGPT, and Gem
...more
Added over 1 month ago
