IntermediateClaudeChatGPTMicrosoft Copilot

AP Aging Report Interpreter

What does this prompt do?

AP managers, controllers, and CFOs use this prompt at month-end or during cash-tight periods to understand their full payables picture, prioritize payments, and flag vendor concentration risk before it becomes a supply chain issue.

Prompts

You are a cash flow specialist and accounts payable analyst with expertise in [INDUSTRY] businesses. I will provide you with our accounts payable aging report as of [REPORT DATE] in [CURRENCY]. Our current cash position is [CASH BALANCE] and our average monthly outflow is approximately [MONTHLY OUTFLOW].

AP Aging Report:
[AP AGING DATA]

Perform a comprehensive analysis of this AP aging report covering the following areas:

1. **Aging Summary & DPO Calculation**
   - Summarize total AP balance by aging bucket (current, 1–30 days, 31–60 days, 61–90 days, 90+ days)
   - Calculate Days Payable Outstanding (DPO) using the formula: (Total AP / Total Purchases) Γ— Days in Period
   - Compare our DPO to the [INDUSTRY] industry benchmark and assess if we are paying too fast or too slow

2. **Overdue Items Analysis**
   - List all invoices past their due date, sorted by oldest first
   - For each overdue item: flag the risk (late fees, strained vendor relationship, service disruption, credit hold)
   - Identify invoices where we may have already missed early-payment discounts

3. **Vendor Concentration Risk**
   - Calculate what percentage of total AP is owed to the top 3 and top 5 vendors
   - Flag any single vendor that represents more than 20% of total AP (concentration risk)
   - Identify vendors where outstanding balance has grown significantly, suggesting invoice approval backlogs

4. **Payment Prioritization Recommendations**
   - Tier vendors into three payment priority groups:
     - Priority 1: Critical vendors (utilities, key suppliers, those with late fees accruing)
     - Priority 2: Standard payables (within terms, no immediate risk)
     - Priority 3: Deferrable items (long-term vendors with flexibility, or disputed invoices)
   - Given our cash position of [CASH BALANCE], recommend an immediate payment run amount and timing

5. **Red Flags**
   - Duplicate invoice amounts from the same vendor
   - Invoices held for more than 90 days (investigate for disputes or approvals stuck in queue)
   - Unusual vendors or amounts that warrant verification

Present findings in a structured report with a summary dashboard table followed by detailed sections.

Prompt Variables

Replace each placeholder with your specific information:

[INDUSTRY]
[REPORT DATE]
[CURRENCY]
[CASH BALANCE]
[MONTHLY OUTFLOW]
[AP AGING DATA]

What You'll Get

A structured report with an aging summary table, DPO calculation with industry benchmark comparison, an overdue items list with risk flags, vendor concentration analysis, a three-tier payment prioritization schedule, and a recommended immediate payment run amount.

πŸ’‘ Pro Tip

Include your payment terms with each major vendor in the aging data (e.g., Net 30, Net 60) β€” this allows the AI to accurately calculate which invoices are truly overdue versus just appearing old due to long payment terms.

Compatible AI Tools

Claude

Handles complex vendor lists and flags nuanced risk patterns well; for best results, paste the aging report as a formatted table with vendor name, invoice number, amount, due date, and days overdue.

ChatGPT

Use the Code Interpreter (data analysis) feature to upload your aging report as a CSV β€” ChatGPT will compute DPO and concentration percentages automatically and chart the aging buckets.

Microsoft Copilot

Ideal if your aging report lives in Excel β€” Copilot can analyze it in-context within your workbook and write payment prioritization notes into adjacent cells.

Gemini

Works well for Google Workspace users; reference your aging report in Google Sheets and ask Gemini to analyze it inline. Useful for teams already using Google Finance templates.

Related Resources

toolXero
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