AI Disrupts Wall Street: Full Disclosure of 12 Investment Bank-Level Financial Analysis Prompt Tips

AI Educator Nav Toor shares 12 detailed prompts that enable Claude AI to perform Wall Street-style stock analysis. From a single company’s financial statements to IPO valuation, you can complete Wall Street models in just 10 minutes—no finance degree needed—to achieve Goldman Sachs-level financial analysis. Below are some practical prompts selected by Chain News for readers.

Discounted Cash Flow (DCF) Model

Taking “Discounted Cash Flow (DCF)” as an example, this is a valuation method that estimates a company’s current value by projecting its future free cash flows and discounting them at an appropriate rate. AI can quickly generate reports including Weighted Average Cost of Capital (WACC) and sensitivity analysis based on user-input assumptions. This technology reduces data compilation time from hours to minutes, significantly improving preliminary analysis efficiency.

Prompts are as follows:

You are a senior analyst at Goldman Sachs. I need a complete DCF valuation model for [Company Name]. Please provide:

Forecasted free cash flows: next 5 years and growth assumptions

WACC calculation: cost of equity + cost of debt

Terminal value: using both perpetuity growth method and exit multiple method

Sensitivity analysis: how valuation changes under different assumptions

Discount rate explanation: reasons for choosing this WACC

Key drivers: reasons for cash flow increases or decreases

Comparable companies: how our assumptions compare to industry peers

Valuation range: bullish, base, and bearish scenarios

Format similar to investment bank valuation slides, including clear formulas.

Analyzing Company Financial Statements

Having AI analyze a company’s financial statements can save investors considerable time and effort. With appropriate prompts, AI can directly perform model-based analysis and generate tables or charts for easy understanding.

Prompts are as follows:

You are a Vice President at Morgan Stanley. I need a complete three-statement model for [Company Name].

Please provide:

Income statement: revenue, costs, EBITDA, net income (5 years)

Balance sheet: assets, liabilities, equity (5 years)

Cash flow statement: operating, investing, financing activities (5 years)

Related formulas: how statements interconnect (net income → cash flows → balance sheet)

Working capital: changes in accounts receivable, inventory, accounts payable

Debt schedule: principal repayments and interest expenses

Key assumptions: revenue growth rate, profit margins, capital expenditure as a percentage of sales

Error checks: balance sheet balancing and circular references

Please provide in Excel format with simple explanations of formulas.

Comparable Company Analysis (Comps)

Equity research analysts often compare a target company to other firms within the same industry to assess valuation—this method is called “Comparable Company Analysis” (Comps). It helps identify more suitable investment targets.

Prompts are as follows:

You are a stock research analyst at Citibank. I need a transaction comparables report for [Company Name].

Please provide:

Peer companies: 10-15 publicly listed companies in the same industry

Transaction multiples: EV/EBITDA, EV/Revenue, P/E ratios for each peer

Financial metrics: revenue, EBITDA, profit margins (for comparison)

Valuation ranges: 25th percentile, median, 75th percentile

Implied valuation: our company’s value under each multiple

Adjustments: reasons for premium or discount

Growth comparison: how our growth compares to peers

Quality screening: which peers are most comparable and why

Present in a comparable company valuation table, highlighting multiples.

IPO Valuation and Pricing Analysis

IPO valuation and pricing are complex topics. Using AI can save time on data gathering.

Prompts are as follows:

You are a Barclays Capital banker. I need an IPO pricing analysis report for [Company Name].

Please provide:

Offering structure: primary and secondary offerings, total proceeds

Pre-IPO valuation: company value before offering

Post-IPO valuation: company value after offering

Comparable IPOs: recent transactions in the same industry and their multiples

Valuation scenarios: low, medium, high share price cases

Share dilution analysis: how existing shareholders’ stakes will be diluted

Free float analysis: percentage of shares available for trading

First-day trading expectations: typical underpricing in the industry

Please refer to IPO pricing memos and include recommended price ranges.

Is the Analyst Being Replaced?

These prompts provide Wall Street-level financial services:

Junior Analyst: $100,000/year

Assistant: $150,000/year

Vice President: $250,000/year

In just 10 minutes, no finance degree needed, you can achieve Goldman Sachs-level financial analysis.

This article “AI Disrupts Wall Street: 12 Investment Bank-Grade Financial Analysis Prompts Revealed” first appeared on Chain News ABMedia.