cash-flow-forecasting

Build 13-week rolling cash flow forecasts from ecommerce platform sales and payout data.

3|1|Updated Mar 21, 2026
One-click install
npx skills add https://github.com/tomtoto757/ecomm-ai-team --skill cash-flow-forecasting-tomtoto757
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cash-flow-forecasting
Source: https://github.com/tomtoto757/ecomm-ai-team/tree/main/skills/analytics-reporting/finsilabs/data-analytics/cash-flow-forecasting
Command: npx skills add https://github.com/tomtoto757/ecomm-ai-team --skill cash-flow-forecasting-tomtoto757

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Ecommerce revenue and actual cash arrive at different times due to payment processor holds, marketplace disbursement cycles, and wholesale payment terms, making it hard to know your true cash position and runway. ## Core Features & Use Cases - Channel-Specific Cash Timing: Maps payout lags for Shopify Payments, Stripe, PayPal, Amazon FBA/FBM, eBay, Walmart, and Net-30/Net-60 wholesale into a cash inflow schedule. - 13-Week Rolling Model: Provides a spreadsheet structure for weekly inflows, outflows, and running cash balance, updated every Monday with actuals. - Scenario Planning & Runway: Builds base, bear, and bull scenarios where fixed costs stay constant while variable costs scale, then calculates weeks of runway to a minimum cash threshold. - Use Case: An Amazon seller maps exact bi-weekly disbursement dates for the next 13 weeks, layers in inventory PO payments and quarterly sales tax remittances, and discovers a cash trough in week 9 before it happens. ## Quick Start Ask the AI to build a 13-week cash flow forecast from your Shopify sales and payout exports, including Amazon disbursement timing and a bear-case runway calculation.

Frequently Asked Questions about cash-flow-forecasting

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a 13-week cash flow forecast for my ecommerce store?▼

Export 12 months of sales and payout data from your platform, map cash timing lags per channel, then build a weekly spreadsheet of inflows and outflows with a running balance. Update it every Monday by replacing the oldest week with actuals and rolling forward.

How to model Amazon FBA payment timing in a cash flow forecast?▼

Amazon pays on a bi-weekly disbursement cycle with roughly a 14-day lag, so map the exact disbursement dates from Seller Central for the next 13 weeks. Treating Amazon revenue as weekly cash is the largest timing error for marketplace sellers.

What cash payout lag should I use for Shopify Payments and Stripe?▼

Shopify Payments typically pays out 2-3 business days after the transaction, configurable under Finances then Payout schedule. Stripe defaults to 2 business days, and PayPal ranges from 1-3 business days with longer holds possible for new accounts.

How do I calculate cash runway under a revenue shortfall scenario?▼

Build a bear case at 70-75% of base revenue, scaling only variable costs like COGS and marketing while keeping fixed costs such as payroll and rent unchanged. Runway is the number of weeks until the closing balance hits your minimum viable cash threshold.

Why does my cash flow forecast not match my actual bank balance?▼

Common causes include confusing revenue recognition with cash receipt dates, missing ad spend billing lag, and forgetting one-time outflows like tax remittances or annual software renewals. Reconcile forecast to actual balance weekly before gaps compound.

What tools connect Shopify or WooCommerce to automated cash flow forecasting?▼

Float, Pulse, Dryrun, and Runway connect to bank feeds, payment processors, and accounting systems like Xero or QuickBooks for automated forecasts. Shopify users can also sync orders and payouts into Google Sheets with the Sheets for Shopify app.