Discount Stock Club is an experimental research project from the creators of The Street Sheet, home to 125,000+ self-directed investors who obsess over ideas, edge, and opportunity.

Our mission is simple: use the smartest tools available to help everyday investors find stocks that are genuinely on sale.

We believe the next decade of investing belongs to people who can combine the best of human judgment with the speed, pattern recognition, and brute-force scanning power of artificial intelligence.

Discount Stock Club is our attempt to push that frontier forward.

How We Use AI to Find Discounted Stocks

AI on its own isn’t enough. Anyone can plug a ticker into ChatGPT. What matters is how you ask questions, how you structure the analysis, and how you validate the output.

That’s why we’ve developed a growing library of proprietary prompts designed specifically for idea generation, valuation analysis, risk assessment, and competitive benchmarking.

These prompts are tested across multiple AI models, compared side-by-side, and refined constantly.

The goal: surface stocks that the market may have mispriced — equities trading at a discount to intrinsic value, normalized earnings power, or long-term cash-flow potential.

Human Review Still Matters

Every output is reviewed by trained members of our research team. Human analysts look for:

Errors or hallucinations AI might introduce

Valuation logic that doesn’t make sense

Assumptions that need context, nuance, or real-world grounding

Gaps that require additional research or manual verification

We edit, refine, and pressure-test ideas before they ever make it into your inbox. And we track which types of ideas perform best so we can continue to sharpen our process over time.

What Makes a Stock “Discounted”?

We classify a stock as discounted when it meets at least one of the following criteria:

Valuation disconnect — multiples significantly below historical ranges or peers with no fundamental justification.

Cash-flow mispricing — the market is overly focused on short-term noise while long-term earnings power is intact or improving.

Balance-sheet asymmetry — companies with strong assets, low leverage, or hidden optionality that isn’t reflected in the stock price.

Sentiment overreaction — stocks punished for transitory issues rather than structural ones.Underfollowed opportunities — companies that don’t attract media, analyst, or retail attention, creating inefficiencies.

We don’t guess. We measure.

Why Discount Stock Club Exists

Everyone likes deals — whether you’re buying sneakers, cars, or businesses. Public markets are no different. Mispriced assets appear every single day. The challenge is knowing where to look and how to evaluate them.

Our job is to help you find undervalued, overlooked, and discounted stocks with the highest probability of long-term appreciation. Some ideas will be early. Some will be contrarian. Some will be wrong. But everything we share will be the product of a systematic, evolving process designed to tilt the odds in your favor.

Welcome to Discount Stock Club. Let’s go find some bargains.