In this video, Chuck Carnevale, co-founder of FAST Graphs, takes a deep dive into what he calls the single most important factor for long-term investing success: the ability to forecast future earnings growth. While past performance matters, it’s really what lies ahead that determines whether a stock will generate wealth or disappointment. Through detailed examples, Chuck demonstrates why valuation, earnings, and cash flow are inseparable from forecasting, and why investors who master this discipline will always have an edge.
Chuck begins by stressing a foundational truth: in the long run, earnings and cash flow dictate stock prices and dividend income. Over short stretches, markets swing based on emotion, fear, or excitement. But sooner or later, price aligns with business performance. This makes forecasting—not guesswork, but disciplined analysis—the key to successful investing.
He also addresses a common criticism: analyst estimates aren’t perfect. That’s true, he admits, but dismissing them entirely is misguided. Forecasts collected by FactSet come from over 800 professional analysts at major firms like Goldman Sachs, Morgan Stanley, UBS, Credit Suisse, and others. These analysts are trained professionals who study company guidance, balance sheets, and industry trends. While not flawless, their consensus estimates provide a reliable starting point. FAST Graphs allows investors to test those forecasts against history, evaluate margins of error, and run their own scenarios.
The first company Chuck examines is General Dynamics, a defense contractor with a long track record of solid earnings growth. FAST Graphs shows its historical earnings in orange, with dotted lines pointing to analyst forecasts. The stock’s price has generally followed its earnings trajectory, but valuation swings in both directions are clear.

During times of overvaluation, prices eventually reverted back toward earnings. The same happened during undervaluation periods. Chuck paraphrases Warren Buffett’s wisdom: “I can’t tell you when, but I can tell you with certainty that price will return to intrinsic value.”
Right now, GD trades at a P/E above 21, with an earnings yield below 4.5%. For Chuck, that’s unattractive—well under the 6.5–7% threshold he prefers. Even if forecasts are accurate, the valuation makes the stock unappealing. “Why waste time forecasting,” he asks, “if the stock is already too expensive?”
Although he’s owned and profited from GD in the past, he views it as overvalued today and not research-worthy at current prices. This illustrates an important lesson: great businesses aren’t always great investments if you overpay.
In contrast, Chuck highlights Global Payments (GPN) as a company where forecasting becomes not only worthwhile but essential.
Historically, GPN’s price closely tracked earnings, though it experienced stretches of overvaluation and eventual correction. In the 2012–2021 period, a $10,000 investment grew eightfold. But the stock later collapsed as valuations fell, despite continued earnings strength.
Today, FAST Graphs suggests intrinsic value near $180–$189 per share, while the market price hovers around $86—a massive discount. Analysts project 12%+ earnings growth going forward. To Chuck, this signals opportunity.

Skeptics often claim forecasts can’t be trusted, but Chuck points to FAST Graphs’ analyst scorecard. Looking back, one-year forecasts were generally within a 9% margin of error. Two-year forecasts, when judged with a 20% tolerance, were remarkably accurate.
For GPN specifically, analysts have shown a strong track record of forecasting reasonably well. That doesn’t mean perfection, but as Buffett famously said, “It’s better to be approximately right than precisely wrong.” With GPN, the evidence suggests forecasts are dependable enough to form the basis of rational decision-making.
Forecasting isn’t only about projecting numbers—it requires digging into the underlying fundamentals. Chuck examines GPN’s business and financials:
When compared with peers like Visa and Mastercard, GPN trades at a fraction of their multiples. Visa, for instance, commands a blended P/E near 29; GPN trades closer to 7. For a business with strong growth prospects and industry tailwinds, Chuck sees this as a case of mispricing.
Chuck outlines several reasons why GPN’s future looks promising:
Despite its smaller market share (about 6.7% compared to Visa’s 26% and Mastercard’s 21%), GPN differentiates itself through integrated merchant solutions and diversified revenue streams.
No investment is risk-free, and Chuck doesn’t ignore the negatives. GPN faces challenges such as:
Still, Chuck believes these risks are already priced into the stock. Investor fear has created a wide margin of safety. Even if growth slows, valuation is so low that upside potential remains significant.
FAST Graphs allows investors to test different assumptions. If GPN grows earnings at 12% and reverts to a P/E of 15, annualized returns could exceed 50%. Even under more conservative assumptions (8% growth, lower multiples), the returns remain attractive.
Chuck stresses that the key isn’t predicting perfectly but weighing risk versus reward. With GPN, the potential reward far outweighs the risks at current prices.
The video closes with several timeless takeaways:
General Dynamics shows why even strong businesses aren’t worth chasing at high valuations. Global Payments illustrates how market pessimism can create opportunities for disciplined investors.
Chuck reminds viewers that the only certainty about the future is its uncertainty. That’s why continuous monitoring is required. If fundamentals deteriorate, forecasts must be adjusted. But as things stand, GPN represents a classic case of a high-quality company trading at a deep discount.
He ends with encouragement to investors: use tools like FAST Graphs to cut through the noise, focus on earnings and valuation, and remember that patience is the investor’s best friend.
“Forecasting is not optional—it’s the key to investing success.”
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Disclosure: Long GPN
Disclaimer: The opinions in this document are for informational and educational purposes only and should not be construed as a recommendation to buy or sell the stocks mentioned or to solicit transactions or clients. Past performance of the companies discussed may not continue and the companies may not achieve the earnings growth as predicted. The information in this document is believed to be accurate, but under no circumstances should a person act upon the information contained within. We do not recommend that anyone act upon any investment information without first consulting an investment advisor as to the suitability of such investments for his specific situation.

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