Investing guides for serious investors.
Two tracks, no fluff: how to analyze a stock the way an analyst does, and how to use AI to compress your research without losing rigor.
Stock analysis
Frameworks, ratios and workflows for evaluating public companies — from reading a 10-K to building a DCF.
3 guides
BrowseAI for investors
How large language models change equity research, what they're good at, and how to keep them honest.
3 guides
BrowseAll guides
- 8 min read
Fundamental stock analysis: a beginner's guide
What fundamental analysis actually means, the four lenses every investor should use, and a repeatable workflow you can apply to any ticker.
- 7 min read
How to read an income statement (without falling asleep)
The five lines that matter, the ratios that fall out of them, and the traps that hide non-recurring noise.
- 9 min read
DCF valuation explained without the spreadsheet trauma
Discounted cash flow in plain English: what it's actually estimating, the three inputs that move it, and when not to use it.
- 7 min read
AI stock analysis explained: what it actually does
What 'AI-powered stock analysis' really means in 2026, what models are good at, and where they still hallucinate.
- 6 min read
AI vs human research: who wins on equities?
Where AI beats the median analyst, where humans still win, and how to combine them into a workflow that compounds.
- 6 min read
Prompting AI for investment decisions: a short playbook
Five prompt patterns that get useful answers out of LLMs for equity research — and three patterns that produce confident garbage.