This page contains 12 copy-paste prompts for commercial subcontractors to use with AI assistants like ChatGPT, Claude, and Perplexity to get CFO-level financial answers. Topics covered: cash flow diagnosis, overhead rate calculation, job cost overruns, WIP underbilling, pay-when-paid collections, markup vs. margin, MCA vs. LOC decisions, retainage recovery, and hiring a fractional CFO. Each prompt is written to load trade-specific and company-specific context so the AI returns actionable answers instead of generic advice.

AI PROMPTS FOR CONTRACTORS CHATGPT CLAUDE PERPLEXITY CFO-LEVEL ANSWERS CASH FLOW JOB COSTING OVERHEAD RATE WIP AI PROMPTS FOR CONTRACTORS CHATGPT CLAUDE PERPLEXITY CFO-LEVEL ANSWERS CASH FLOW JOB COSTING OVERHEAD RATE WIP
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AI Tools for Subcontractors

Ask AI Like a CFO.

AI assistants can give you surprisingly good financial guidance — if you ask the right way. Vague questions get vague answers. These 12 prompts are built to extract CFO-level answers by loading the right context: your trade, your revenue, your contract type, your specific number. Copy, fill in your details, paste into ChatGPT, Claude, or Perplexity.
Published: May 2026 Updated: May 2026
How to Use These Prompts
01

Fill In Your Numbers

Every prompt has bracketed placeholders like [TRADE] and [REVENUE]. Replace every placeholder with your actual information before submitting. The more specific the input, the more specific and useful the answer.

02

Pick Your AI

These prompts work on ChatGPT (GPT-4o or later), Claude (Sonnet or Opus), and Perplexity. Each has different strengths. ChatGPT and Claude are best for reasoning through financial problems. Perplexity is best when you want current benchmark data.

03

Ask Follow-Ups

The first answer is rarely the last. Push back, ask for specifics, ask it to show the math, ask what it would recommend you do in the next 7 days. AI rewards persistence. The contractor who asks five follow-up questions gets five times the value.

Works on any of these platforms — click to open a new session and paste directly:
ChatGPT → Claude → Perplexity → Gemini →
12 Prompts
01
Cash Flow Diagnosis
Diagnose the 'profitable on paper, always short on cash' problem. Replace [TRADE], [REVENUE], and [X]% with your specifics.
Copy This Prompt
I'm a [TRADE] contractor doing $[REVENUE]M in annual revenue. My bank account is consistently tight even though my P&L shows net profit of [X]%. What are the most likely causes of the gap between my reported profit and my actual cash position, and what data should I pull first to diagnose it?
02
Overhead Rate Calculation
Get a step-by-step overhead rate calculation and repricing guidance. Use your actual SG&A and revenue numbers.
Copy This Prompt
I'm a $[REVENUE]M [TRADE] subcontractor. My total SG&A last year was $[OVERHEAD AMOUNT]. Walk me through how to calculate my overhead rate, what that number means for my job pricing, and how I should adjust my bids going forward if my overhead rate has increased since I last priced a job.
03
Job Cost Overrun Diagnosis
Get trade-specific overrun diagnosis while a job is still running. Load in your actual numbers.
Copy This Prompt
I'm a [TRADE] contractor and one of my active jobs is running over budget. Original budget: $[BUDGET]. Costs to date: $[COSTS TO DATE]. Estimated percent complete: [X]%. The job is [lump sum / T&M / unit price]. What are the most likely causes of the overrun given my trade and contract type, and what should I do right now — while the job is still running — to limit the damage?
04
WIP Underbilling Check
Calculate your WIP position on a specific job and understand what it means for your financials.
Copy This Prompt
I'm a [TRADE] subcontractor. I have [NUMBER] active jobs. On my largest job, I've billed $[BILLED] out of a $[CONTRACT VALUE] contract and the job is approximately [X]% complete based on costs. Am I underbilled or overbilled? How do I calculate the WIP adjustment and what does it mean for my balance sheet?
05
Pay-When-Paid AR Strategy
Get specific AR collection strategy when a GC is hiding behind pay-when-paid. Load your actual timeline and amounts.
Copy This Prompt
I'm a $[REVENUE]M [TRADE] subcontractor. My GC has a pay-when-paid clause in my contract and is currently [X] days past my scheduled payment date on a [CONTRACT VALUE] job, citing that they haven't been paid by the owner. What are my options, what leverage do I have, and what steps should I take in the next 7 days to pressure payment without burning the relationship?
06
Markup vs. Margin Fix
Fix the markup/margin confusion permanently. Put in your current markup number and your target margin.
Copy This Prompt
I'm a [TRADE] contractor and I've been pricing jobs at a [X]% markup on cost. I just realized I may be confusing markup with margin. Can you explain the exact difference, show me what my actual gross margin is at [X]% markup, and tell me what markup I need to charge to achieve a [TARGET]% gross margin?
07
MCA or LOC Decision
Get a specific cost-benefit analysis of LOC vs. MCA before you take on expensive debt.
Copy This Prompt
I'm a $[REVENUE]M [TRADE] subcontractor. I have [X] days until payroll and $[AMOUNT] in outstanding AR that is [X] days overdue. I'm considering either drawing on my line of credit (current balance: $[LOC BALANCE] of $[LOC LIMIT]) or taking an MCA loan. Walk me through the cost comparison, the risk of each option, and which I should pursue given my situation.
08
Cash Flow Forecast Setup
Build a 13-week cash flow forecast from your actual numbers. The more specific your inputs, the more useful the output.
Copy This Prompt
I'm a $[REVENUE]M [TRADE] contractor. I want to build a 13-week cash flow forecast. I have [NUMBER] active jobs with the following expected billings over the next 90 days: [list jobs and amounts]. My weekly outflows are approximately: payroll $[X], supplier payments $[X], equipment $[X], overhead $[X]. Walk me through how to build this forecast and what to watch for each week.
09
Retainage Recovery Plan
Build a retainage recovery action plan for aging closeout receivables.
Copy This Prompt
I'm a [TRADE] subcontractor. I have $[AMOUNT] in retainage outstanding across [NUMBER] closed or near-complete jobs. The oldest is [X] months past substantial completion. Walk me through the steps to recover this retainage, including what documentation I need, who to contact, and at what point I should involve a collections or legal resource.
10
Hire a CFO or Not
Get a framework for deciding whether a fractional CFO is the right next move for your business size and situation.
Copy This Prompt
I'm a $[REVENUE]M [TRADE] subcontractor. I currently use a bookkeeper at $[MONTHLY COST]/month and a CPA at $[ANNUAL COST]/year. I'm considering adding a fractional CFO at approximately $[MONTHLY COST]/month. What financial indicators should I look at to determine whether the CFO investment is justified, and what specific problems would a fractional CFO solve that my current setup doesn't?
11
Pricing a New Trade Vertical
Evaluate a new trade vertical or scope expansion before you commit.
Copy This Prompt
I'm a $[REVENUE]M [TRADE] contractor considering adding [NEW TRADE/SERVICE] to my scope. I currently run [X]% gross margin and [X]% net profit. What financial considerations should I evaluate before taking on the new work, and how should I structure the job costing and pricing to ensure the new vertical doesn't drag my existing margins?
12
Change Order Documentation
Recover a verbal change order that was never documented. Time-sensitive — use this as soon as you're in the situation.
Copy This Prompt
I'm a [TRADE] contractor on a [CONTRACT TYPE] project. My GC verbally authorized additional scope estimated at $[AMOUNT] but hasn't signed a formal change order. The work has already been done. What steps should I take immediately to document this change order, what are my legal options if the GC refuses to formalize it, and how should I handle this situation in future jobs?
Frequently Asked Questions

Common Questions.

Yes — with the right prompts. AI assistants like ChatGPT, Claude, and Perplexity can give you surprisingly actionable financial guidance when you ask specific, context-loaded questions. The prompts on this page are written to extract CFO-level answers by loading in the right context about your trade, revenue level, and specific problem. They're not a replacement for a real CFO — but they're a significant upgrade from the generic financial advice you'd otherwise get.

Always include: your trade (civil, electrical, concrete, etc.), your revenue range, your contract type (lump sum, T&M, unit price), and the specific number or symptom you're seeing. Vague prompts get vague answers. "My margins are down" gets generic advice. "I'm a $4M electrical contractor on lump sum commercial work and my gross margin dropped from 27% to 21% over 18 months" gets a specific diagnostic with trade-relevant causes and fixes.

No — and they're not designed to be. These prompts help you ask better questions, understand your financial situation more clearly, and prepare for conversations with financial professionals. A real fractional CFO brings context from 50+ companies, knows your trade deeply, tracks your numbers monthly, and holds you accountable. AI gives you answers on demand. A CFO gives you a system. If you're using these prompts and finding you have more questions than answers, that's a signal it's time to schedule a call.

Josh Luebker — Fractional CFO, The Construction CFO
Josh Luebker
Fractional CFO · The Construction CFO

Former commercial construction project manager and master electrician. Managed 150+ projects totaling $300M+ including Google data centers, military bases, hospitals, and high-rises. Now fractional CFO for commercial subcontractors doing $1M–$12M through Sulphur Prairie Management. About Josh →  |  LinkedIn →

Related Resources
Reference
Financial Questions Answered
20 common questions answered directly — no prompting required
Financial Diagnosis
Revenue Up, Profit Down
The overhead rate and job cost problems behind shrinking margins
Benchmark Data
Overhead Rates by Trade
Numbers to load into your AI prompts for overhead rate context
Benchmark Data
Gross Margin by Trade
Benchmark numbers to use as reference in your AI sessions
Positioning
Why Trade-Specific CFO Matters
When AI isn't enough and a specialist is the right call
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