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FactSet’s Crystal Ball: When Beating Revenue Isn’t Enough to Charm Wall Street

FactSet Research Systems Inc. (NYSE: FDS) just discovered that, in today’s market, even a crystal ball isn’t enough to predict investor mood swings. With its shares plunging 16.8% over the past five days—a drop echoing far louder than the company’s carefully crafted earnings call—what really spooked Wall Street?

The Magic Trick That Didn’t Land: Revenue Up, Shares Down

FactSet conjured up $597 million in revenue for its fiscal Q4 2025, outshining analyst forecasts by more than $4 million. On the surface, that’s a performance worthy of applause. Yet the magician’s hands slipped on the bottom line: adjusted EPS landed at $4.05, missing the $4.13 consensus. That small miss set off a domino effect, with the stock tumbling 6.62% in a single session to $331.99—its sharpest daily drop in over a year and a far cry from its 52-week high of $499.87.

For a company whose annual sales growth slowed from 16.7% in 2023 to just over 5% in 2025, and whose net margin inched down to 23.3%, FactSet’s narrative is now less about dazzling with top-line strength and more about defending profit margins in a fiercely competitive arena.

The AI Oracle’s Dilemma: Innovation or Illusion?

FactSet’s leadership, under new CEO Sanket Vishwanathan, orchestrated a chorus about the future: becoming the “leading AI-powered financial intelligence platform.” Indeed, the company’s organic Annual Subscription Value (ASV) grew 5.7% to $2,370.9 million, with the Americas, EMEA, and Asia Pacific regions all contributing to this cadence of progress. Yet, even with AI-driven product wins and client counts rising nearly 10% year-over-year, investors found themselves unimpressed—perhaps expecting the company to pull a rabbit out of its hat, rather than a slightly better mouse trap.

FactSet’s forward guidance only added to the suspense. Fiscal 2026 revenue is forecasted between $2.42 and $2.45 billion, with organic ASV growth of 4-6% and adjusted EPS likely to hover between $16.90 and $17.60. The market, hungry for signals of breakout acceleration in an AI arms race, saw instead a methodical, incremental blueprint. Enough for stability, not enough for euphoria.

Behind the Curtain: Margin Pressures and Market Jitters

FactSet’s operating margin, once a robust 37.6%, is projected to shrink to a range of 34% to 35.5% for fiscal 2026. Free cash flow margins have slipped, and net debt to EBITDA, while low at 1.4, is now under the microscope as the company contemplates ongoing investments in AI and data solutions. The EPS miss, small as it was, hinted at rising costs and the limits of operational leverage in a maturing business.

Wider market volatility amplified the reaction. With a 5-day loss of 16.8%, 3-month drop of 28.9%, and a staggering 35.2% slide over the past year, FactSet’s selloff is more than a solitary disappointment—it’s a reflection of sector-wide skepticism. Financial data peers are also under scrutiny as investors rotate out of “steady compounders” and toward high-growth or deep-value plays, especially as macroeconomic headwinds and rate uncertainty linger.

The Competition’s Sleight of Hand

FactSet operates in a coliseum of giants and nimble upstarts. Bloomberg, S&P Global, and niche AI-driven analytics firms are all seeking bigger slices of the financial data pie. Despite FactSet’s 95%+ ASV retention and a below-average debt load, analysts have grown cautious: twelve-month price targets have slipped 5.7% to $456, and the consensus rating has drifted toward “reduce.” Insiders have sold shares 21 times in the last six months—no one’s buying at the top hat, not even the ringmasters.

Applause or Intermission?

FactSet’s fundamentals remain enviable—net margin above 23%, ROE of 7.16%, and a 27-year dividend streak. But the latest act has left the audience restless. This is a company at a crossroads: strong enough to weather the storm, yet not quite bold enough (yet) to reignite a growth-fueled encore in the age of AI. For now, the market’s message is clear—merely pulling steady rabbits from the hat may not be enough when everyone’s betting on unicorns.

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