Learn Stock Research: Guides and Plain-English Definitions
This is Monsaic’s education library: how AI stock research works and how accurate it is, how to evaluate any research report — AI-generated or human — and plain-English definitions of the vocabulary rigorous research depends on, from kill criteria to valuation scenarios. Everything here is tool-agnostic, including when applied to Monsaic itself.
Start here
- How to start investing in stocks
The calm first-timer's guide: what starting actually requires, the vocabulary, and the index-fund-or-single-company fork.
- Investing your first salary
The widely used order of operations — buffer, expensive debt, then automatic investing — and why the earliest dollars matter most.
- How to analyze a stock
The repeatable checklist: business, financials, scenarios, kill criteria, written thesis — then re-check on a schedule.
- How AI stock research works
What actually happens between a ticker and a finished report — research loops, sourcing, validation.
- How accurate is AI stock analysis?
The published evidence, with studies linked: accuracy tracks grounding, not model branding.
Evaluate what you read
- How to evaluate AI-generated stock reports
The tool-agnostic checklist: sources, dates, falsifiability, scenarios, both sides, red flags.
- How to read an equity research report
The anatomy of a research note and how to read it critically, section by section.
- Stock research from SEC filings and earnings calls
Going to the primary sources: what lives in the 10-K, the 10-Q, and the transcript.
The vocabulary of falsifiable research
- What are kill criteria in stock research?
The conditions that would prove a thesis wrong — stated before the verdict, not after.
- What is a valuation scenario?
Bull, base, bear, and tail cases with probabilities and assumptions, instead of one confident target.
- The stock research glossary
83 terms a stock report leans on, each defined in plain English.
Done reading? Check the work
Every article in this cluster comes back to one claim: research you can verify beats research you must trust. The covered-stock excerpts are where Monsaic holds itself to that standard.
Keep reading
Monsaic provides educational investment research and analysis. It does not provide personalized financial advice, investment recommendations, brokerage services, or trading execution. Investors should do their own research and consult a qualified financial advisor before making investment decisions.