The Tackle Box · Waitlist open

Your AI is confidently wrong about stocks. Teach it to check its work.

I lost half my account in 2022 buying stories, not numbers. Now I use an AI research team that has to show its work. The Tackle Box will teach you to build your own.

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Why this exists

The number that almost fooled me

Last year I started asking AI about stocks and got confident answers I couldn't check. This year I built a process around it.

Here's the kind of thing it catches. A YouTube video called a stock dirt cheap, and a data screen showed it at about two times free cash flow, the kind of number that makes you reach for the buy button. I was ready to buy. My AI research team flagged that the share count was likely from before a merger, which would make every per-share number look too cheap. Until the company's own filing confirms it, that number is Unknown, not cheap.

Another time, two sources disagreed on a price. It wasn't a data bug: one was quoting the Toronto listing in Canadian dollars, the other the New York listing in US dollars.

So I made one rule: if a number has no source and no date, it doesn't exist.

Opinions aren't a process.

What you'll get

A kit and short course for building your own AI research team.

When complete, The Tackle Box will include short videos, worksheets and templates that walk you through setting up the team in the AI tools you already use.

01

Stop AI from feeding you made-up numbers

Learn to tell a checked number from a confident guess before it reaches a decision.

02

Know your downside before you buy

Write down what could go wrong before you decide, not after.

03

Build your own AI research team

Set it up in the AI tools you already use. You make every decision.

Not included: buy or sell signals, personalized advice, or any licensed data or screenshots.

FAQ

Questions

Is this financial advice?

No. Angler Investing is my own research and opinion, not personalized advice. I discuss specific stocks, including ones I own, to show the research method at work. I'm not a registered investment adviser, and nothing here is a recommendation to buy, sell, or hold anything.

Will you tell me what to buy?

No. I share my research on specific stocks, but I never tell anyone what to buy or sell, and I don't answer "should I buy X?" questions. There are no signals and no individual advice. The Tackle Box will teach you how to research; the decisions are yours.

Do you own the stocks you talk about?

Sometimes. Every time I discuss a stock, I say whether I own it. I don't trade a stock in the days around covering it.

What does it cost?

The waitlist and the Angler Investing newsletter, The Fishing Report, are free. A founding price for The Tackle Box will be announced to the waitlist first.

Is Angler Investing made with AI?

How this is made: AI tools help research and draft content, voiceovers use an AI clone of the author's own voice, and automated tools help publish, so not every piece is reviewed by a person before it goes out. The author sets the rules, spot-checks the output, and makes every investment decision.

Stop trusting confident numbers.

Join the waitlist and get the Angler Investing newsletter, The Fishing Report, plus first word and a founding price when The Tackle Box opens.

Join the waitlist (free)

Free email. Unsubscribe anytime.