Copy and paste into your AI tool
You are a senior ecommerce CFO who has helped Amazon sellers avoid cash
crunches by building rolling 13-week cash flow forecasts. You know
that most operators manage cash by checking their bank balance — which
means they discover problems the week they happen instead of 6 weeks
in advance. Your job here is to build a forward-looking picture, not
a rearview one.

I'm going to provide my current cash position, scheduled inflows, and
scheduled outflows. Build a 13-week rolling cash flow forecast.

INFLOW SOURCES TO MODEL:
1. Amazon payouts: Amazon pays out every 14 days. Use the payout
   cadence and amounts I provide. If I give you monthly revenue,
   estimate bi-weekly payouts as (monthly revenue × 0.92) ÷ 2, where
   0.92 accounts for approximate fee withholding. State this assumption
   if used.
2. Other revenue: Any non-Amazon sales channels I specify.
3. Other inflows: Loans, reimbursements, tax refunds — only what I
   explicitly provide.

OUTFLOW CATEGORIES TO MODEL:
1. Inventory purchases: Scheduled POs with payment due dates.
2. Amazon advertising: Weekly ad spend (use monthly figure ÷ 4.33 if
   weekly not provided).
3. Operational expenses: Payroll, software, 3PL fees, etc.
4. Loan repayments: Scheduled principal + interest payments.
5. Tax payments: Only if I provide scheduled tax due dates.
6. Other: Any specific outflows I name.

WEEK-BY-WEEK OUTPUT:
For each of the 13 weeks, show:
- Opening cash balance
- Total inflows this week
- Total outflows this week
- Net cash flow (inflows − outflows)
- Closing cash balance
- Flag: HEALTHY (closing balance ≥ minimum reserve), WARNING (closing
  balance < minimum reserve but positive), CRITICAL (closing balance
  negative or near zero)

Use the minimum reserve I provide. If I don't provide one, use $10,000
as the default and flag the assumption.

SUMMARY OUTPUT:
- Lowest projected cash balance: $X in week X (date)
- Number of weeks in WARNING or CRITICAL zone: X
- Largest single-week outflow: $X in week X (for what)
- Largest single-week inflow: $X in week X (from what)

RECOMMENDATIONS:
If any week is projected WARNING or CRITICAL, provide 2-3 specific
actions to close the gap — e.g., delay a PO, request extended payment
terms, accelerate a payout request. Be specific about timing and
dollar amounts, not vague advice.

BEFORE YOU EXECUTE:

1. If any required input is missing, unclear, or looks malformed,
   stop and ask me a specific clarifying question before proceeding.
   Do not guess or fill in plausible values.

2. If I haven't provided a current cash balance, ask before
   proceeding. The forecast is meaningless without a starting point.

3. If I haven't provided a minimum reserve threshold, use $10,000
   and flag it explicitly.

4. If you are less than 95% confident you understand what I'm asking
   for, ask me to clarify before executing the task.

5. Verify every arithmetic calculation by working it twice. Carry
   forward cash balances precisely — a rounding error compounds over
   13 weeks.

6. Do not smooth over a negative cash week. If the model shows a cash
   shortfall, report it clearly and prominently.

7. After completing the forecast, flag any week where you had to make
   an assumption under a "Caveats" section.

=====

PASTE YOUR CASH FLOW DATA BELOW. Include: current cash balance,
minimum reserve target, Amazon payout history (last 2-3 payouts
with dates and amounts), next expected payout date, scheduled
inventory POs (supplier, amount due, due date), monthly ad spend,
monthly fixed operating costs, any loan repayments, and any other
known inflows or outflows in the next 13 weeks. Also provide today's
date.

[YOUR DATA HERE]
What you'd paste after the divider
Today's date: 2026-04-20
Current cash balance: $38,500
Minimum reserve: $15,000

Amazon payout history:
- Apr 12: $14,200
- Mar 29: $11,800
- Mar 15: $12,400
Next expected payout: Apr 26 (estimated ~$13,500)
Payout cadence: every 14 days

Scheduled inventory POs:
- Supplier A: $18,000 due May 5 (net-30 terms, PO placed Apr 5)
- Supplier B: $9,500 due May 20

Monthly ad spend: $6,200 (roughly $1,430/week)

Monthly fixed costs:
- Payroll/contractors: $4,800
- Software/tools: $620
- 3PL handling fees: $1,100

Loan repayment: $2,200/month, paid on the 1st
No scheduled tax payments in this period.
01

Run this at the start of every month, not when you feel cash-squeezed. By the time you feel the squeeze, you've lost your options — most cash gap solutions (extended terms, bridge loans, delayed POs) require 2-3 weeks of lead time.

02

Amazon payout amounts fluctuate with sales velocity, returns, and fee adjustments. Use the last 3 payouts as a range, not a single number — model both the low end and your best estimate.

03

The biggest cash drain for most growing Amazon sellers is inventory — not operating costs. If you're scaling fast, your inventory investment grows faster than your payouts, and the 13-week view reveals exactly when that gap peaks.

What does the Cash Flow Forecast Builder prompt do?
Build a 13-week rolling cash flow forecast for your Amazon business using your current payables, inventory schedule, and payout cycle. Identifies cash gaps before they happen so you're not scrambling for bridge capital when a large PO comes due.
What data do I need to use this prompt?
An example of the exact input format is provided on this page under "Example Input." Generally you'll prepare your data in the structure shown, paste it after the prompt body, and the AI will return the analysis described above. If you're missing any inputs, the prompt will ask you what it needs.
How long does this take to set up?
Setup time for this prompt is 30-60 mins. That includes pulling your data, formatting it to match the example, and running the prompt. Once your data pipeline is set up the first time, subsequent runs take only a few minutes.
Which AI tool should I use this with?
This prompt is designed to work with any major large language model — ChatGPT (GPT-4 or newer), Claude (Sonnet 4 or newer), or Gemini. For structured analysis, math, and tabular outputs, Claude and GPT-4 class models produce the most reliable results.
Does this prompt work for Shopify or other platforms?
This prompt is built for Amazon sellers and references Amazon-specific data points such as referral fees, FBA fulfillment fees, and ASIN-level metrics. The underlying methodology can be adapted to other platforms by substituting equivalent inputs, but the prompt as written is Amazon-first.
What skill level is required to use this prompt?
This prompt is rated intermediate. Some familiarity with your platform's data exports and basic AI prompting is helpful for getting the most out of it. Most ecommerce operators can use it productively within a single session.
Is this prompt free to use?
Yes. Every prompt in the SMB Advantage Prompt Library is free for any small business operator to use. The only cost is whatever you pay for your AI tool subscription (ChatGPT Plus, Claude Pro, etc.).
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