Best AI Prompts for Finance Professionals
These AI prompts for finance professionals cover the work of an FP&A, accounting or finance operations team: budgets and forecasts, variance analysis and reporting, the month-end close and audit, cash and working capital, business cases, and explaining the numbers to everyone else. Each new prompt asks for your own figures first, works from what you give it, shows its calculations and labels its assumptions and any illustrative numbers, so you can check the work the way you'd check a junior analyst's.
The collection has six groups. Planning prompts build a driver-based budget, update the rolling forecast, model scenarios, cost a hiring plan and forecast 13 weeks of cash. Reporting prompts explain variances, write the monthly management report and the board deck finance section, define KPIs and calculate SaaS metrics. Close prompts build a close checklist, work through reconciliations, document journal entries and track audit requests. Cash prompts review AR aging, chase late invoices, check a payment run for duplicates and fraud, and measure working capital. Decision prompts review capital requests, model a price change, find cost savings, compare build against buy and compare supplier quotes. The last group explains numbers to non-finance colleagues, reviews spreadsheet models, documents internal controls and builds Excel formulas.
Most prompts work in ChatGPT, Claude and Gemini. Fill in the blanks, paste it in and check the result against your source data before anyone relies on it. They're written not to give investment, tax or accounting advice or to state what GAAP, IFRS or tax rules require; confirm those with your controller, auditors or advisers. Use only AI tools your company has approved for financial data. At a public company, unreleased results usually count as material non-public information, so they go only into tools approved for them. Save your favorites to your Musebox library and remix them.
Planning and forecasting
Annual Budget Plan — Build the Budget From Drivers
Build next year's operating budget from the drivers behind it (volumes, prices, headcount, rates) instead of last year plus a percentage, with the assumptions listed and the math shown.
You're an FP&A lead who builds budgets people can defend line by line, because every number traces back to a driver. Bui...
Rolling Forecast Update — Reforecast From Actuals and Drivers
Update the full-year forecast with actuals to date and changed drivers, explain every change from the last forecast, and flag the calls that need a decision.
You're a senior FP&A analyst who runs the monthly reforecast and can explain every movement in one sentence. Update my f...
Scenario Analysis — Base, Upside and Downside With the Math
Model base, upside and downside cases from the drivers that matter most, show what each does to revenue, profit and cash, and set the triggers that tell you which case you're in.
You're a corporate finance manager who builds scenarios leadership can act on, not three numbers picked to look reasonab...
Headcount Plan — Cost of Every Hire, Month by Month
Turn a hiring plan into a monthly people cost forecast with salaries, start dates, employer costs and ramp, and show what changes if hires start late.
You're an FP&A partner to the people team who knows headcount is usually the biggest cost and the easiest to get wrong. ...
Cash Flow Forecast — Your Next 13 Weeks of Cash
Build a simple 13-week cash flow forecast from your balance, expected income and bills, spot the tight weeks early and plan what to do about them.
You're a fractional CFO for small businesses who cares about one question: will there be enough cash each week? Build my...
Reporting and analysis
Budget vs Actual Variance Analysis — Explain What Moved and Why
Compare actuals with budget or forecast, calculate the variances, separate volume, price and timing, and write the commentary finance and department heads need.
You're a finance manager whose variance commentary managers actually read, because it explains causes, not just differen...
Monthly Management Report — The Numbers and the Story
Turn the month's financial results into a short management report: headline results, what drove them, KPIs, cash, risks and the decisions leadership needs to make.
You're a head of FP&A who writes monthly reports that busy executives read in five minutes. Draft this month's report. ...
Board Deck Finance Section — Results, Outlook and Asks
Draft the finance section of a board deck: results against plan, the full-year outlook, cash and runway, key risks and what the board is being asked to approve.
You're a CFO who has presented to boards for years and knows directors want the truth, the trend and the ask. Draft my f...
KPI Definitions — One Source of Truth for Every Metric
Write clear definitions for your company's KPIs, with the formula, data source, owner, timing and common traps, so every team calculates them the same way.
You're a finance systems lead who has ended too many meetings spent arguing about whose number is right. Write our KPI d...
SaaS Metrics Review — ARR, Churn, NRR and CAC Payback From Your Numbers
Calculate and explain the core subscription metrics (ARR, growth, gross and net revenue retention, churn, CAC payback, burn multiple) from your own data, with the formulas shown.
You're a SaaS CFO who calculates metrics the way investors expect and says which definition was used. Review my metrics....
Close, accounting and audit
Month-End Close Checklist — Tasks, Owners and Deadlines by Day
Build a month-end close checklist by business day, with tasks, owners, dependencies and review steps, and find where the close usually gets stuck.
You're a controller who took a messy 12-day close down to 5 days without cutting corners. Build my close checklist. Our...
Account Reconciliation Review — Find and Explain the Differences
Work through a balance sheet or bank reconciliation: compare the balances, sort the differences into timing, errors and unknowns, and list the entries and follow-ups to clear them.
You're a senior accountant who can find the difference in a reconciliation faster than anyone on the team. Help me work ...
Journal Entry Support Memo — Document the Why Behind an Entry
Write the supporting memo for a manual or unusual journal entry: what happened, the calculation, the accounts, the evidence and the approvals, so reviewers and auditors can follow it.
You're an accounting manager whose support files auditors never have to ask twice about. Write the memo for this entry. ...
Audit Request List Tracker — Get Ready for the Auditors
Turn the auditors' request list into a tracker with owners, due dates, status and a prep plan, and spot the requests that usually cause delays before fieldwork starts.
You're a controller who has run a dozen year-end audits and finishes fieldwork on time. Build my audit prep tracker. Th...
Cash, receivables and payables
Accounts Receivable Aging Review — Who to Chase and What to Flag
Review the AR aging, rank customers by risk and amount, plan collection actions, and flag balances for the bad-debt allowance review, with DSO calculated from your numbers.
You're a credit and collections manager who brings DSO down without damaging customer relationships. Review my AR aging....
Late Invoice Reminders — Firm, Polite and Paid
Write a sequence of reminders for an overdue invoice that stay polite, make paying easy, and escalate step by step without burning the relationship.
You're a small business bookkeeper who gets invoices paid without making enemies. Write reminders for this overdue invoi...
Vendor Payment Run Review — Checks Before Money Leaves
Review a proposed vendor payment run before approval: duplicates, changed bank details, unusual amounts, early payments and cash impact, with fraud red flags called out.
You're an AP manager who has stopped duplicate payments and fake bank-detail changes before they went out. Review my pay...
Working Capital Review — DSO, DPO and Inventory Days With the Math
Calculate days sales outstanding, days payable outstanding, days inventory and the cash conversion cycle, show how much cash each day is worth, and find practical ways to free cash.
You're a treasury and working capital specialist who turns ratios into cash. Review my working capital. Revenue and cos...
Decisions and spend
Capital Request Review — NPV, Payback and the Questions to Ask
Evaluate a capital or project request with net present value, internal rate of return and payback from the cash flows provided, and list the assumptions that most need challenging.
You're a corporate finance manager who reviews capital requests and knows most of them are too optimistic. Evaluate this...
Pricing Change Impact — Revenue and Margin Before You Change Prices
Model a price change before it happens: revenue and gross margin at different volume responses, the break-even volume change, and the customers and contracts affected.
You're a pricing finance analyst who makes sure a price change is judged on margin, not just revenue. Model this change....
Cost Reduction Review — Find Savings Without Breaking Things
Review a cost base to find realistic savings: sort spend into categories, spot waste and overlap, size each idea, and rank them by saving, risk and effort.
You're a finance business partner who has found savings without the damage that blanket cuts cause. Review my costs. Sp...
Build vs Buy — Total Cost of Ownership Over Five Years
Compare building a tool in-house with buying or subscribing, on five-year total cost of ownership, time to value, risk and control, with the numbers side by side.
You're a finance lead who evaluates technology decisions on total cost, not just the license price. Compare these option...
Supplier Comparison — Compare Quotes and Ask for Better Terms
Compare supplier or vendor quotes on total cost, reliability and terms, then write an honest message asking for a better price, payment terms or delivery.
You're a purchasing manager for small businesses who looks past the unit price. Compare my options and help me ask for b...
Communication, controls and tools
Finance Explainer — Explain a Number to Non-Finance Colleagues
Explain a financial result, metric or policy to people outside finance in plain language, with an example, what it means for them and what they can do about it.
You're a finance business partner known for explaining numbers so that engineers, marketers and sales teams actually get...
Spreadsheet Model Review — Check a Model Before Anyone Relies on It
Review a financial model's structure, formulas and assumptions before it's used for a decision: hard-coded numbers, broken links, inconsistent formulas, circular logic and missing checks.
You're a financial model auditor who has found the error that would have sunk a deal. Review my model. What the model i...
Internal Controls Walkthrough — Document a Process and Its Risks
Document a finance process step by step, identify what could go wrong, map the controls that prevent or catch it, and find gaps such as missing segregation of duties.
You're an internal controls lead who documents processes so clearly that new staff and auditors can follow them. Walk th...
Excel Formula Builder — The Formula, How It Works and How to Check It
Get the spreadsheet formula for a finance task, such as lookups, date math, running totals or conditional sums, with an explanation, a test case and the common ways it breaks.
You're a finance systems analyst who writes spreadsheet formulas that the next person can read and trust. Build the form...
Related collections
Best AI Prompts for Small Business Owners
These AI prompts for small business owners cover the jobs that land on the owner's desk: planning, pricing, getting paid, finding customers, looking after them, running the place and hiring help. Most of them ask for your real numbers and your own words first, so the plan, quote or email fits your business instead of reading like a template. The new prompts tell the AI to use only what you give it, show its math and mark its guesses. Check the result anyway. The collection has six groups. Planning prompts test an idea before you spend on it, stress-test a plan, map your business model, write a one-page plan and compare you with the competition. Money prompts set prices, write quotes, chase late invoices, forecast cash for 13 weeks and explain your monthly numbers. Marketing prompts improve your Google Business Profile, answer reviews, write a customer newsletter, plan a promotion and plan social posts. Customer prompts handle complaints, write store policies and build a feedback survey. Operations prompts plan your week, plan a project, find the work that matters most, write procedures, compare suppliers and check an agreement before you sign. The last group helps you decide on a first hire, onboard them and brief a contractor. Most prompts work in ChatGPT, Claude and Gemini. Fill in the blanks, paste it in and edit the result. For tax, legal and employment questions, use the output to prepare, then check with a professional where you're based. Save your favorites to your Musebox library and remix them.
Best AI Prompts for Real Estate Agents
These AI prompts for real estate agents cover the work between the first call and the closing gift: listings, sellers, buyers, leads, transactions and your own business. Each one asks for your real property facts, comparable sales, contract dates or numbers first, so the listing copy, pricing summary or client email fits the deal in front of you. The new prompts tell the AI to use only what you give it, and the ones that calculate show their math and mark their guesses. Check the result against the MLS, the contract and your broker's rules anyway. The collection has six groups. Listing prompts write MLS remarks, plan a launch and an open house, plan the photos and write social posts and a video script. Seller prompts prepare a listing presentation, explain pricing from comparable sales, estimate net proceeds and handle the price conversation. Buyer prompts run a consultation and explain your written agreement, plan an offer and sort an inspection report. Lead and sphere prompts answer online inquiries, reach expired and FSBO owners, keep past clients close, explain the local market, write neighborhood guides and ask for reviews. Transaction prompts build a deadline calendar, update clients weekly, warn them about wire fraud and plan closing day. The last group builds your business plan, reviews your lead sources and sets up a client tracker. Most prompts work in ChatGPT, Claude and Gemini. Fill in the blanks, paste it in and edit the result. Fair housing rules apply to everything you publish, whoever wrote it, so the listing, social and neighborhood prompts describe homes and places, never the people who should live there. For contract, tax and lending questions, use the output to prepare, then check with your broker or a professional where you work. Save your favorites to your Musebox library and remix them.
Best AI Prompts for Product Managers
These AI prompts for product managers cover the work from the first customer interview to the post-launch review: discovery, strategy, prioritization, specs, experiments and launches. Most ask for your own evidence first, such as interview notes, backlog estimates, baselines or results, so the plan, PRD or readout fits your product instead of reading like a template. The new prompts tell the AI to use only what you give it, mark its assumptions and show the math where there is some. Check the result with your team anyway. The collection has six groups. Discovery prompts plan customer interviews and usability tests, synthesize notes, map jobs to be done, size an opportunity and analyze customer segments. Strategy prompts draft a one-page strategy, team OKRs, a North Star metric and a competitive teardown. Roadmap prompts score a backlog with RICE, triage feature requests, build a now, next and later roadmap and help you say no. Delivery prompts write a PRD, user stories, a feature spec, an edge case review and a rollout plan. Experiment prompts plan an A/B test, write up the result and investigate a metric that moved. The last group plans a launch, writes release notes and a launch email, sends stakeholder updates and runs the post-launch review. Most prompts work in ChatGPT, Claude and Gemini. Fill in the blanks, paste it in and edit the result. AI can help you prepare and make sense of research, but it can't talk to your customers for you, so the discovery prompts start from real conversations and data. Keep confidential roadmaps and customer details out unless your company's AI policy allows them. Save your favorites to your Musebox library and remix them.