The Analyst's Prompt Playbook

A field guide for retail investors

Research any stock with Claude — and check the answer before you trust it.

55 copy-ready prompts for reading filings, valuing a business, stress-testing your thesis, and catching the mistakes AI makes. Built around specific inputs, structured outputs, and arithmetic you can verify.

One-time purchase · Instant PDF download

prompts
55
chapters
36
pages
240
Cover of 55 Claude Prompts for Stock Analysis

§ 01

The problem

"Is this company profitable?" gets you a paragraph from memory. Possibly outdated. No numbers you can verify.

The book's answer is a six-part prompt — role, context, task, data, format, rules — that grounds Claude in documents you supply, makes it show the arithmetic, and labels every statement as Fact, Inference, or Unknown. A strong prompt is not long. It is specific.

§ 02

Sample chapter

Chapter 18, A Simplified DCF — pages 122–127

The complete chapter, unedited. Dark boxes are copy-ready prompts; replace the [BRACKETED] parts.

A Simplified DCF, page 122
p. 122
A Simplified DCF, page 123
p. 123
A Simplified DCF, page 124
p. 124
A Simplified DCF, page 125
p. 125
A Simplified DCF, page 126
p. 126
A Simplified DCF, page 127
p. 127

§ 03

Contents

Seven parts, read in order or by need.

  1. I

    Foundations

    The six-ingredient prompt, supplying documents, structured outputs, verification habits.

    Ch. 01–05
  2. II

    Fundamental Analysis

    Business models, moats, the 10-K, the three statements, returns, earnings calls, management.

    Ch. 06–14
  3. III

    Valuation

    Multiples, peers, a simplified DCF, scenarios, reverse DCF, dividends.

    Ch. 15–21
  4. IV

    Risk Management

    Risk factors, the bear case and pre-mortem, red flags, behavioral biases, portfolio structure.

    Ch. 22–26
  5. V

    Market Context

    News and events, sentiment and narrative, technical basics, sector and macro exposure.

    Ch. 27–30
  6. VI

    Workflows

    Screening, weekly and earnings-season routines, investment memos, your own prompt library.

    Ch. 31–34
  7. VII

    Responsible Use

    How AI goes wrong, how to verify it, and a pre-investment checklist.

    Ch. 35–36

Plus a quick-reference prompt index. Each chapter: The Big Idea, defined concepts, copy-ready prompts, sample outputs using fictional companies, "Watch out" boxes, and a Try It Yourself exercise.

§ 04

Verification

AI can be wrong. The book assumes it will be.

Use only the text provided

Keeps Claude grounded in the filing or transcript you paste, not its memory.

Fact · Inference · Unknown

Separates what a document states from what Claude concludes.

Show the arithmetic

Every percentage and ratio is laid out so you can recompute it.

§ 05

Fit

This guide is for you if

  • You invest your own money and research individual stocks.
  • You use Claude (or want to) and get vague, unverifiable answers.
  • You want a repeatable routine: screening, earnings season, investment memos.
  • You're a beginner-to-intermediate who wants the proper terms defined as you go.

It is not for you if

  • You want stock picks, tips, or buy/sell signals. There are none.
  • You expect AI to make decisions for you.
  • You aren't willing to check important facts against primary sources.
  • You're looking for trading bots or automated strategies.

§ 06 · Get the book

55 Claude Prompts for Stock Analysis

$39.99

  • 240-page PDF, first edition 2026
  • 55 copy-ready prompts
  • Templates and checklists
  • Quick-reference prompt index
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