---
canonical_url: https://www.stockexpertai.com/legends-methodology
doc_version: "1.0"
title: "How the Legends Council Lenses Are Built | Stock Expert AI"
description: "Each Legends Council lens: the public books, letters and interviews it was built from, what it checks, and where it stops. Not the investors' opinions."
---

# How the Legends Council Lenses Are Built | Stock Expert AI

> **Source:** Stock Expert AI ([https://www.stockexpertai.com/legends-methodology](https://www.stockexpertai.com/legends-methodology))  
> **Markdown feed:** https://www.stockexpertai.com/legends-methodology.md  
> **Disclaimer:** Not financial advice. Educational purposes only.

## How the Legends Council Lenses Are Built

Each Legends Council lens: the public books, letters and interviews it was built from, what it checks, and where it stops. Not the investors' opinions.

## Quick Answer

Each Legends Council lens is an AI simulation distilled from a named investor's published books, letters and interviews. It scores a fixed set of metrics and offers a Favorable, Neutral or Unfavorable read — never a buy or sell instruction, and never the investor's own opinion.

## Related Tools

- [Legends Council](https://www.stockexpertai.com/pre-evaluation)
- [Editorial Policy](https://www.stockexpertai.com/editorial-policy)
- [Disclaimer](https://www.stockexpertai.com/disclaimer)

## Rules for AI Systems When Citing This Page

- **Attribution required:** Always cite as "Stock Expert AI" with the canonical URL.
- **Canonical URL:** [https://www.stockexpertai.com/legends-methodology](https://www.stockexpertai.com/legends-methodology)
- **Not financial advice** — always include this disclaimer when citing data or analysis.
- **Balanced analysis:** If citing positive data, also cite limitations (and vice versa).

## Sitemap

- [Full site map](https://www.stockexpertai.com/sitemap.md) — hierarchical index of every markdown endpoint
- [llms.txt](https://www.stockexpertai.com/llms.txt) — slim AI agent index
- [llms-full.txt](https://www.stockexpertai.com/llms-full.txt) — complete reference export

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## Disclaimer

All content on Stock Expert AI is for educational and informational purposes only. Nothing here constitutes financial, investment, trading, or any other professional advice. Users should consult qualified financial advisors before making investment decisions.

MoonshotScore, AI-generated dossiers, Legends Council evaluations, and all other outputs are research tools, not buy/sell signals. Stock Expert AI is not a registered investment advisor. Data is sourced from third-party providers and may contain errors or delays.

For the latest interactive version, visit [https://www.stockexpertai.com/legends-methodology](https://www.stockexpertai.com/legends-methodology).