How to research a stock with AI

What a complete AI dossier contains, why the bear case matters most, and how to use AI research without outsourcing your judgment.

Researching a single stock properly means reading earnings reports, scanning weeks of news, checking what insiders are filing with the SEC, comparing valuation against peers, and weighing all of it against the macro backdrop. Professional analysts spend hours per name. Most individual investors don't have those hours — so they skip steps, or they outsource their conviction to whoever is loudest on social media.

What an AI research dossier is

An AI research dossier compresses that workflow into one page. In iTrading Buddy, tapping any ticker and requesting a dossier makes Claude (Anthropic's AI model) read the current inputs — recent news, fundamentals, earnings history, insider Form 4 filings, SEC events, peer metrics, and macro context — and return a structured brief:

  • A verdict — one of five ratings from Hot Buy to Cold, with the reasoning behind it
  • The thesis — a short paragraph stating the central call
  • Bull case and bear case — the strongest arguments on each side, always both
  • Catalysts — recent events that moved the stock and upcoming ones that could
  • Street consensus — analyst price-target range where coverage exists
  • Insider activity — who has been buying or selling, from SEC filings
  • Factor ranks — momentum, value, and quality percentiles versus the broader market
  • What to watch — the specific signals that would confirm or break the thesis

Why the bear case matters most

The single biggest failure mode in retail research is confirmation bias: you already like the stock, so you collect reasons to like it more. A useful research tool argues against you. Every iTrading Buddy dossier includes a bear case with the same prominence as the bull case — if you can't answer the bear case, you don't have a thesis yet.

Listen instead of reading

Every dossier can be played as a guided two-minute audio briefing — the verdict, thesis, both cases, and catalysts, read aloud. It turns a commute or a coffee break into a research session.

What AI research is — and isn't

AI synthesis is fast and consistent, but it is not infallible and it is not advice. Models can misread context, and no model knows the future. iTrading Buddy publishes its own track record per rating bucket once enough dossiers age to be measurable — the app shows hit rates rather than asking for blind trust. Treat any dossier as a structured starting point for your own judgment, never a substitute for it.

Try it on your own watchlist

iTrading Buddy is free to download for iPhone, iPad, Mac, and Apple Watch, and the free tier includes monthly AI credits to try the research tools on real tickers. Pro adds a 7-day free trial.

Download iTrading Buddy on the App Store →

This guide is for informational and educational purposes only and is not financial advice. Nothing here is a recommendation to buy or sell any security. Always do your own research and consult a qualified financial advisor before making investment decisions.