How It Works
Your AI is a capable analyst. Whether it does good research comes down to what you feed it.
You have an idea
It starts the way it always starts: a company catches your eye, and you ask your AI to look into it. Good instinct. This is exactly the kind of homework an AI should be doing for you.
It can only digest so much
Here's the catch. An AI can only hold so much at once, and it's only as good as the data it actually reads. The real record of a public company, its 10‑Ks, 10‑Qs, and 8‑Ks, runs to thousands of dense pages, far more than any model can take in. Told to "research a stock," it can't possibly consume everything. So it skims.
So it reaches for headlines
Left to search on its own, it lands where everyone lands: news and commentary. Those sources are written to win clicks, and they come loaded with strong opinions. Your AI inherits whatever slant it happens to find, then hands it back to you sounding confident.
The hard part, done
Ticker Scout does the heavy reading up front. Anyone who has opened raw SEC data knows it fights back: omissions, errors, figures reported at one scale and tagged at another, ADR share ratios, foreign currencies, statements that look different from one company to the next. The list goes on. We work through it, straighten it out, and distill each company into a few compact, machine-readable files: the financial statements, the story behind them, and the events along the way. Every figure traces back to the filing it came from, refreshed each quarter when the company files. However you invest, better inputs make better research.
A few small requests, the whole picture
When your agent visits tickerscout.ai, it finds this site's instructions for machines, checks the index of covered companies, and pulls a company's financials, narrative summary, and event history in a handful of small requests. The whole picture, sized to fit its context window, before any headlines get involved.
Free. No signup, no API key, no paywall. Just tell your AI:
"Go to tickerscout.ai"It will find its way from there. (The machine instructions live at tickerscout.ai/llms.txt, if you're curious.)
Ticker Scout is a financial publication. Nothing here is investment advice. See the Disclaimer.