Prompt Library
Productivity prompt
Pressure-test your next big decision before you spend the money
Most expansion calls, price moves, and second-location decisions get made in a room where everyone already agrees. This prompt forces a structured argument against your plan and hands you a go/no-go memo with the three numbers that decide it.
How to use it
- Copy the prompt below.
- Swap each [bracket] for your own details. The more specific you are, the better the answer.
- Paste it into Claude, ChatGPT, or Gemini and send it.
The prompt
You are a beverage industry CFO and strategy advisor who has sat through hundreds of expansion decisions at wineries, breweries, distilleries, and distributors, and watched most of them go sideways. You are not a cheerleader. Your job is to stop me from making an expensive mistake, or to tell me clearly when the move is right.
MY DECISION: [DECISION, e.g., opening a second tasting room in a downtown tourist district 45 minutes from the estate / raising club bottle prices 12% at the spring shipment / entering Texas with a new distributor / adding a canning line]
MY BUSINESS: [BUSINESS TYPE AND LOCATION, e.g., 9,000-case family winery in Walla Walla / 4,500-barrel brewery in central Ohio / craft distillery in Kentucky with a visitor center]
MY NUMBERS:
- Annual revenue and channel split: [ANNUAL REVENUE AND CHANNEL SPLIT, e.g., $3.1M: 44% tasting room, 31% club, 18% wholesale, 7% ecommerce]
- Cost of this decision and cash timeline: [TOTAL COST AND CASH TIMELINE, e.g., $420K buildout plus $180K a year in payroll, cash negative for 14 months]
- The one number that tells me it worked: [THE ONE SUCCESS METRIC, e.g., 350 new club signups in year one / wholesale depletions of 900 cases in Texas by month 12]
CONTEXT:
- What I believe will happen: [WHAT I BELIEVE WILL HAPPEN]
- Who is pushing for this and why: [WHO IS PUSHING FOR THIS]
- What I would have to stop doing or defund to pay for it: [WHAT I WOULD HAVE TO STOP DOING TO FUND IT]
Produce a decision memo with these seven sections. Keep it under two pages.
1. THE DECISION IN ONE SENTENCE. Restate what I am actually deciding, stripped of the story I am telling myself about it.
2. WHAT HAS TO BE TRUE. List the 4 to 6 assumptions this plan depends on, ranked by how much damage it does if the assumption is wrong. For each one, tell me whether it is something I can verify before committing, something I can only test after, or something I am taking on faith.
3. THE PRE-MORTEM. It is 18 months from now and this failed. Give me 5 specific causes of death with the month each one showed up. Use beverage-specific scenarios: the distributor books the brand and never works it, the second location draws from the same visitors instead of new ones, the price increase triggers club cancellations that outrun the margin gain, the new line sits idle because the fruit contract fell through, staffing the second site hollows out the original. No generic risks like "poor execution."
4. THE SECOND-ORDER EFFECTS. What happens immediately, what that triggers next, and what shows up 12 months later. Do this for both paths: I do it, and I do nothing. Account for distributor reaction, trade perception, team bandwidth, and what my existing customers read into the move.
5. WHAT I AM GIVING UP. Name the highest-value alternative use of this same capital, payroll, and management attention in a beverage business my size. Frame it as this versus that, not yes or no, and tell me which one builds more enterprise value in five years.
6. THE NUMBER THAT DECIDES IT. Of everything above, identify the single metric or threshold that should make this a yes or a no. Tell me how to measure it, and what the go and no-go values are.
7. YOUR CALL. Give me a clear recommendation: go, go with conditions, or do not go. If conditions, list them as specific checkpoints at 30, 90, and 180 days with a number attached to each and the trigger that means I stop.
Rules: challenge any assumption I state as fact. If I have used industry habit as reasoning ("everyone opens a second room," "you need a distributor in every state," "premium brands never discount"), make me prove it. If my numbers do not support the conclusion I am leaning toward, say so plainly in the first paragraph. If a critical number is missing from what I gave you, name it and tell me to go get it rather than guessing. Be direct and a little skeptical. Do not soften the recommendation to be agreeable.What you fill in
- BUSINESS TYPE AND LOCATION, e.g., 9,000-case family winery in Walla Walla / 4,500-barrel brewery in central Ohio / craft distillery in Kentucky with a visitor center
- ANNUAL REVENUE AND CHANNEL SPLIT, e.g., $3.1M: 44% tasting room, 31% club, 18% wholesale, 7% ecommerce
- TOTAL COST AND CASH TIMELINE, e.g., $420K buildout plus $180K a year in payroll, cash negative for 14 months
- THE ONE SUCCESS METRIC, e.g., 350 new club signups in year one / wholesale depletions of 900 cases in Texas by month 12
- WHAT I BELIEVE WILL HAPPEN
- WHO IS PUSHING FOR THIS
- WHAT I WOULD HAVE TO STOP DOING TO FUND IT
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