Finding Ideas Worth Researching

Where good investment ideas come from, how to use a stock screen without being fooled by it, and why most ideas should be dropped quickly.

Lesson 7 of 10 · 4 min read · Intermediate · Members · Last reviewed October 2026

The short version

Good ideas tend to come from what you already understand: products and industries you know, the competitors, suppliers, and customers of companies you've studied, and simple screens that filter companies by numbers. A screen finds candidates, not answers: a company can pass because of a one-off gain or an acquisition. Tips from strangers and social media are the weakest source; the SEC warns never to make investment decisions based solely on them. Expect to drop most ideas after a quick look. That's the process working.

By the end of this lesson, you'll be able to

  • Name the main sources of investment ideas and their strengths and weaknesses
  • Build a simple screen and explain what it can and can't tell you
  • Explain why most ideas should be dropped quickly

Why this matters

There are thousands of public companies, and nobody can research them all. Where your ideas come from shapes what you end up owning, so it's worth choosing sources that point you toward businesses you can understand, and away from hype.

Where good ideas come from

  • What you already know. Products you use, industries you work in, businesses you've watched succeed or struggle. This is your circle of competence from Where Research Starts. Liking a product isn't a reason to buy the stock, but understanding a business is a head start on researching it.
  • Companies connected to ones you've studied. Researching STU Corp leads naturally to its rivals, its main supplier, and the retailers that sell its products. Their filings describe the same market from different sides.
  • Screens, which filter thousands of companies down to a short list by their numbers.
  • Reading widely, such as industry news and company filings, while treating everything as a starting point, not a conclusion.

The weakest source is a tip, especially from a stranger or social media. The SEC warns investors never to make investment decisions based solely on information from social media, noting that fraudsters pay people, including influencers and celebrities, to promote investments, and can make it look as if large numbers of people are buying.1 The next module covers how these schemes work.

The rest of this lesson is for members

Still to come in this lesson: Using a screen, Most ideas should be dropped, the key takeaways, and 2 quiz questions with explanations.

Membership opens every lesson in the curriculum, the capstone projects, the interactive tools, and the members-only channels in the Hyperion Entities Discord. The first lesson of every module stays free.

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Notes and sources

  1. Investor.gov, U.S. Securities and Exchange Commission. Social Media and Investment Fraud: Investor Alert (August 29, 2022). Checked 2026-10-01. Back to text