The Hook

Almost every newsletter pitch in the AI era tells you the same story: buy the chipmaker, buy the startup, buy the platform before it moons. Porter Stansberry’s “Artificial Illusion” presentation takes the opposite stance, and that is what makes it memorable. His opening claim is that the thing everyone is calling “artificial intelligence” is not real AI at all. It is, in his words, just algorithms and large language models doing “enhanced intelligence,” an “Artificial Illusion” that has investors “obsessed with the shiny playthings.”

The presentation has two halves. The first argues everyone else is wrong. The second argues he has the better idea: buy the “AI Railroad” companies. Those are the established, capital-efficient businesses that quietly use machine learning to improve their own operations, rather than the venture-funded pretenders that may never turn a profit. Three “Special Reports” from his The Big Secret on Wall Street service tease three picks: “The $1 Trillion Powerhouse,” “The Prettiest Stock on Wall Street,” and “The Apple of Agriculture.” The service costs $1,000 a year, with a 30-day refund that carries a 10% cancellation fee.

One important detail up front. This article is dated November 28, 2023. It resurfaced on Stock Gumshoe’s homepage nearly three years later because a reader left a fresh comment on it. That is a gift for this kind of analysis, because it means the “secret” picks have a complete, three-year track record to grade. We do not have to guess how they did. We can look.

The Big Claim

Strip away the AI-skeptic framing and the specific promise is this: three “forever stocks” trading at historically low valuations that are quietly benefiting from machine learning.

The first, “The $1 Trillion Powerhouse,” is a fintech that Porter says has locked up 40% of its market, posted 40 consecutive quarters of sales growth, and is “on course to become a trillion-dollar business by 2040.” The second, “The Prettiest Stock on Wall Street,” is a retailer with net income up 4,000% since 2010, no debt, a 40% gross margin, and a claim of being “grossly undervalued” at 16 times earnings. The third, “The Apple of Agriculture,” is the company Porter says will “play the critical role” in the convergence of AI and farming, using machine learning to distinguish weeds from crops and cut chemical use by 80%.

The “AI Railroad” label is the phrase to understand here. Porter is not pitching AI companies. He is pitching what he sees as the stable, profitable infrastructure that AI quietly runs on top of: the payment rails, the retail platforms, the farm equipment. The analogy is to the railroad barons who got rich hauling other people’s gold, not the miners who went broke digging for it.

The Mechanism

The three reveals, in order, are PayPal (PYPL), Ulta Beauty (ULTA), and Deere (DE).

PayPal is the “Trillion Dollar Powerhouse.” Porter’s case is that PayPal is “the grandpappy of the fintech companies,” using machine learning to speed up product development, improve authorization rates, and stop fraud. The hidden asset is Braintree, the payment processor PayPal acquired that now handles hundreds of billions in transaction volume and competes directly with Adyen and Marqeta. The bull case is a valuation call: after eight years of consecutive revenue growth, sales slowed “just a little bit” in one quarter, and the stock fell to what Porter calls “one of its lowest valuations on record,” around 16 times trailing GAAP earnings and 11 times forward adjusted earnings. We unpack what PayPal does and why that valuation has been hard to shake in a dedicated explainer.

Ulta Beauty is the “Prettiest Stock on Wall Street.” The pitch leans on cosmetics’ recession resistance plus some genuinely impressive numbers. Porter puts that resilience simply: “no matter what happens, women are always going to buy cosmetics.” Net income is up 4,000% since 2010, and the balance sheet shows $630 million in cash, no debt, and a 40% gross margin. Porter acknowledges the one blemish, that operating margins narrowed by 1.5 percentage points, and argues that is exactly what created the “grossly undervalued” entry point at 16 times earnings. Here’s a closer look at Ulta’s business for the full picture.

Deere is the “Apple of Agriculture.” The machine-learning story here is precision agronomy: cameras and algorithms on tractors that tell a weed from a crop and let farmers cut chemical application dramatically. Deere is already covered on our site in a separate teardown, so we note it for the scoreboard below but keep the focus on the two new names.

What all three share is that they are real, profitable, household-name businesses. There is no “secret” here in any meaningful sense. The reveal is three large caps anyone can look up. The analytical question is not “what is it,” it is “did buying it on the tease actually work.”

The Real Pick

Ticker Company Tease Price (Nov 2023) Current Price (Sep 25, 2026) Change
PYPL PayPal Holdings $57.97 $55.04 -5.05%
ULTA Ulta Beauty $420.01 $545.20 +29.81%
DE Deere & Co. (already covered) $363.94 $690.46 +89.72%

Prices as of the September 25, 2026 close. PayPal market cap is about $47 billion; Ulta about $23 billion. The tease prices are from the original November 2023 campaign.

Does the Math Check Out?

This is the rare promo where the math has already been graded by the market, and the results are honestly mixed, which is more interesting than a clean win or a clean miss.

PayPal: the thesis did not survive contact with reality. Teased at $57.97, PayPal closed three years later at $55.04, down about 5%. Porter’s specific claim was that the sales slowdown was “only a temporary dip” and that the stock was at “one of its lowest valuations on record.” A value investor who bought the “temporary dip” story in late 2023 has earned roughly nothing on the stock for three years while the broader market rose. The lesson is not that PayPal is a bad company; it is a profitable business with powerful brands. The lesson is that “cheap” and “temporarily slowed” can persist far longer than a pitch implies, and a 40% market-share “forever stock” can still be dead money for years. The “AI Railroad” framing did not help, because PayPal’s machine-learning use never became a catalyst the market paid up for.

Ulta: directionally right, magnitude oversold. Teased at $420.01, Ulta closed at $545.20, up about 30%, or roughly 9% annualized. That is a perfectly respectable return, but it is well short of the “15% compounded returns” Porter attached to the “Forever Company” label. Stock Gumshoe flagged the real risk at the time: earnings growing slower than sales means falling efficiency, and analysts were modeling only about 7% annual EPS growth. The market largely confirmed that slower path. Ulta was not the “grossly undervalued” bargain that compounds at 15%; it was a fair company that compounded at a fair rate.

Deere: the standout. Teased at $363.94, Deere closed at $690.46, up about 90% over three years. The precision-agriculture thesis was the best of the three, and it shows. Credit where it is due: of the three “AI Railroad” picks, the one with the clearest, most concrete machine-learning application delivered the biggest return.

So the honest scorecard is one big winner, one modest winner, and one loser. That is not a terrible batting average, but it also cuts against the promo’s own framing. Porter pitched these as “beneficiaries of AI,” implying AI would be the engine. In practice they behaved like exactly what they are: three large-cap value names whose returns tracked their individual fundamentals, not any shared AI tailwind. The “AI Railroad” wrapper added color, not return.

What They Got Right

  1. The core skepticism about AI hype was directionally correct. Distinguishing between “real AI” and “algorithms doing enhanced intelligence,” and warning that investors were overpaying for unprofitable AI startups, has aged reasonably well.
  2. Deere was a genuine, specific winner. The precision-agriculture machine-learning angle was concrete and measurable, and the stock roughly doubled in three years.
  3. The “AI Railroad” metaphor is a useful mental model. Investing in the stable infrastructure that benefits from a boom, rather than the boom itself, is a legitimate and transferable idea.
  4. The valuation discipline was real. Every pick was a profitable company with a defensible reason it was cheap (PayPal’s dip, Ulta’s margin narrowing), not a speculative story stock. That same capital-discipline instinct runs through his “Royalty Riches” pitch, which we tore down separately.

What They Got Wrong

  1. The “forever stock at one of its lowest valuations on record” thesis on PayPal was wrong. Three years later the stock is still below the tease price. “Temporary dip” became “protracted stagnation.”
  2. The “15% compounded” claim on Ulta oversold the reality. The stock compounded around 9% annualized, closer to analysts’ 7% EPS-growth forecast than to the pitch’s 15%.
  3. The “AI beneficiary” framing did not drive returns. Two of three picks returned like ordinary value stocks, and the best performer won on farming fundamentals, not AI. The AI angle was a label, not a thesis.
  4. There was no “secret.” Framing PayPal, Ulta, and Deere as hidden “Special Report” reveals, complete with a $1,000-a-year subscription, inflates the difficulty of simply looking up three of the most well-known large caps in the market.

The Verdict

The underlying idea is sound: skepticism about overpriced AI startups is healthy, and buying profitable, capital-efficient businesses is never a bad instinct. But the pitch overpromises on two fronts. First, the “secret” framing is hollow for household-name large caps. Second, the “AI beneficiary” angle did not show up in the returns. If you held all three from the tease, you did fine because Deere carried the portfolio. But that is not an AI call; it is a value-tilted diversified call.

Treat this one as educational rather than actionable. There is no catalyst, no urgency, and the specific entry prices are three years old. The useful takeaway is the discipline, not the picks: buying good businesses at reasonable prices works over time, and it works even when the “AI” label attached to them is mostly marketing.


This is not financial advice. NewsletterVetter has no position in any stock mentioned. This analysis is an independent review of a financial newsletter promotion, based on the publicly available Stock Gumshoe teardown and current market data. The promo’s own framing concedes the key risk in its title, that these are “beneficiaries of AI, not the future pretenders,” which is itself an admission that the picks are not AI companies and carry no guaranteed AI upside. Past performance, including Deere’s gain, is not indicative of future results.