Adobe Investment Research from a Long-Term Business Owner's Perspective

Hunting ten-year five-baggers among great growth stocks — pressing the upside question: "Can it get much bigger?"

• QHow high is its market ceiling? Is it expanding an existing pie, or creating an entirely new market?5/10

  A

  The ceiling is high enough, but Adobe is mainly “expanding and defending an already large existing pie,” rather than creating a brand-new market from scratch. This is the first hurdle for whether it can fit Baillie Gifford’s “fivefold in ten years” narrative, and the answer is measured.

  The report breaks the business into two customer groups: Creative & Marketing Professionals (Photoshop, Illustrator, Premiere, plus Adobe Experience Platform, AEM, GenStudio) and Business Professionals & Consumers (primarily Acrobat and document workflows). Creative software, document processing, and digital experience orchestration are all “mature core categories + adjacent markets that are still expanding.” Long-term demand is strong, and AI may even enlarge total demand; the report itself also acknowledges that these are “mature core categories,” not virgin territory. In other words, PDF, professional creativity, and enterprise marketing are not tracks Adobe opened up. They are tracks it has long occupied and kept reinforcing.

  In terms of penetration, Adobe is already the leader inside this pie. Incremental growth comes more from “deeper monetization of existing users + extension into adjacent scenarios” than from opening an untouched frontier. The company’s fiscal 2025 revenue was USD 23.769 billion, up about 11% year over year; fiscal 2026 first-quarter revenue further reached USD 6.40 billion, up about 12% year over year, with total ending ARR of about USD 26.06 billion. This is a mature leader with more than USD 20 billion in annual revenue growing at high single digits to low double digits. That scale itself limits the imagination for “doubling through frontier expansion.”

  The only part close to “creating a new market” is generative AI: Firefly, GenStudio, and AI-first applications have pushed billing forms Adobe did not previously emphasize, such as “usage-based / freemium / outcome-based pricing,” to the foreground. In the first quarter, ending ARR from AI-first applications more than tripled year over year, and Firefly-related ending ARR had exceeded USD 250 million. But USD 250 million is still only a single-digit percentage of total ARR of USD 26.0 billion. It looks more like a new charging mechanism inside the existing creative/marketing pie than a separate pool of demand outside Adobe’s current world.

  The honest conclusion: the ceiling is not low. As long as total demand for professional creation, document standards, and enterprise marketing does not shrink, Adobe still has room. But its story is about “continuing to grow inside a mature, large pie while defending against erosion at the edges,” not Baillie Gifford’s preferred case of “personally creating a new market ten times larger than today’s.” For a company with more than USD 20 billion in revenue, this dimension is solid but not dazzling.

  Jun 10, 2026
• QCan its revenue at least double over the next five years? Will growth be driven mainly by volume, price, or new businesses?4/10

  A

  Plainly: it will be very hard for Adobe’s revenue to “double” over the next five years, which would require about 15% annualized growth. At the current pace, “roughly 50% growth over five years” is more likely. This dimension clearly falls short of the explosiveness preferred by Baillie Gifford LTGG.

  Start with the base and recent slope. Adobe’s fiscal 2025 revenue was USD 23.769 billion, up about 11% year over year; fiscal 2026 first-quarter revenue was USD 6.40 billion, up about 12% year over year (about 11% in constant currency); total ending ARR was about USD 26.06 billion, up about 10.9% year over year. The report calculates a revenue CAGR of about 13.4% for 2019–2025, and that curve has been decelerating year by year (22.7% year-over-year growth in 2021, down to about 10%—11% in 2023–2025). To double within five years, Adobe would need to reaccelerate from the current roughly 10%—12% to around 15% and sustain that for five years. That runs against the “year-by-year deceleration” trend of the past six years and would require AI monetization to provide a clear second-order acceleration, not just an extension of the status quo.

  Now break down the drivers (volume, price, new business):

  • Price (price increases): Adobe has long maintained gross margins in the high 80% range and has sticky subscriptions, so it does have some pricing power. But the report explicitly notes that as AI makes “good enough” creative capability easier to obtain, room for price increases is constrained. Adobe must keep proving that the “professional version is worth more.” Doubling through price increases is unrealistic.
  • Volume (user/seat expansion): In mature core categories, the marginal growth of new professional users is slowing, while entry-level design and team collaboration are being diverted by competitors. Canva’s 2025 monthly active users had reached 265 million, with annualized revenue of about USD 4.0 billion (ARR), and Figma’s fiscal 2025 revenue after listing was about USD 1.056 billion, up about 41% year over year. Both are taking incremental users in Adobe’s edge scenarios.
  • New business (AI monetization): This is the only engine that could steepen the curve again. In the first quarter, AI-first application ending ARR more than tripled year over year, Firefly-related ending ARR exceeded USD 250 million, and GenStudio/AEP-related ending ARR grew more than 30% year over year. The growth rate is strong, but the USD 250 million base is still too small relative to total ARR of USD 26.0 billion. Building it into an increment large enough to “create another Adobe” within five years would be extremely difficult.

  Overall judgment: the most realistic path over the next five years is “high single-digit growth in the subscription base + a few percentage points of additional contribution from new AI monetization,” putting revenue more likely around “50% growth” than a doubling. In driver structure, it is “volume as the main driver, AI new business as the key variable, and price as a secondary contributor.” This matches the report’s neutral assumption: owner earnings growing 5%—7% per year, the pace of a high-quality cash cow rather than a ten-year fivefold growth stock.

  Jun 10, 2026
• QFive years from now, what will take over as the next growth engine? Does this “second curve” exist today?4/10

  A

  The second curve already exists today, and it sits inside the core business. But for now it looks more like “putting a new fuel into the old engine”; it is not yet large enough to take over independently five years from now and steepen the whole growth curve again.

  Adobe’s next growth engine is almost certainly generative AI monetization, made up of two legs. The first is AI-first applications for creators and enterprises: the Firefly app, Firefly credit packs, and Firefly Enterprise. This leg has already produced real numbers. In the first quarter, Firefly-related ending ARR had exceeded USD 250 million, AI-first application ending ARR more than tripled year over year, and generative credit consumption grew more than 45% quarter over quarter. The second leg is the content supply chain for enterprise marketing: GenStudio and Adobe Experience Platform (AEP). In the first quarter, ending ARR for AEP and related applications and GenStudio grew more than 30% year over year, and cumulative GenStudio custom models had exceeded 2,500. The report explicitly lists Firefly ending ARR, AI-first ARR, and GenStudio ending ARR as the “sell or re-rating signals” most worth tracking, showing that both the company and the report see this as the decisive point for the second curve.

  Why say it “exists but has not really taken over”: put USD 250 million of Firefly ARR into a total ending ARR base of about USD 26.06 billion, and the share is still a single-digit percentage. Its growth is rapid (tripling), but the base is small, which means it is now an “additive accelerator,” not the “main driver.” It also partly moves existing creative/marketing users from pure subscriptions into freemium, token-based credits, and outcome-based pricing. The report notes that Adobe has expanded billing into these forms. This is an opportunity (new monetization), but also a risk (it may be substitution rather than net new demand, and could even erode existing subscription ARPU).

  In addition, the report highlights the approximately USD 1.9 billion acquisition of Semrush (completed on April 28, 2026) as another potential adjacent curve, folding “brand visibility / GEO optimization in the AI era” into the marketing cloud. But this is inorganic M&A, and the report explicitly marks value creation as “still to be observed.” It cannot be treated as an already realized second engine.

  Honest conclusion: the second curve, generative AI monetization, does exist today and has already generated quantifiable revenue. That is stronger than many companies that can only tell an AI story. But its size means whether it can grow from an “accelerator” into the “main engine” over the next five years remains an open question. This is exactly the biggest uncertainty the report repeatedly emphasizes: whether AI will steepen Adobe’s growth again, or merely let it settle back into “steady-state high cash flow” after a high-growth period.

  Jun 10, 2026
• QWhat is its core competitive advantage? Will this moat widen or narrow over the next three to five years?6/10

  A

  The core moat is the combination of “brand + workflow embedding + file/format standards + switching costs + scaled R&D,” rather than network effects. Judgment for the next three to five years: the core moat remains thick and defensible, but the edge moat is being compressed. Overall, it is “stable core, narrowing edges,” not broad-based widening. This is an honest “strong, but under erosion” moat, not one that deserves the highest rating for becoming wider and wider.

  Sources of the moat (following the report’s framework): Photoshop, Illustrator, Premiere, and Acrobat are not ordinary apps. They are embedded in career paths, team collaboration, file compatibility, plugin ecosystems, training systems, and organizational processes; PDF has become a global de facto standard. The report’s assessment by dimension is: brand: strong; switching costs: strong (especially in professional creation and enterprise document/marketing workflows); scale: strong (multiple product lines, global sales, R&D investment, platform integration); network effects: weak to moderate; cost advantage: moderate; patent/regulatory barriers: limited. The quantifiable expression of this combination is pricing power: Adobe has long maintained gross margins in the high 80% range (85%—89% by the report’s measure), and first-quarter non-GAAP operating margin reached 47.4%. High pricing ability is hard evidence that the moat is still there.

  Why the core remains thick: Acrobat/PDF and high-end creative workflows are hard to disrupt overnight, and subscription visibility is very high. At quarter-end, total ending ARR was about USD 26.06 billion and remaining performance obligations (RPO) were about USD 22.2 billion, with subscription revenue already close to 96%—97% of customer-group revenue. Professional users and enterprises treat Adobe as a “production tool,” not an optional consumer product. That is the foundation that still lets it hold steady amid AI noise.

  Why the edges are narrowing (important and not to be avoided): edge scenarios such as entry-level design, team collaboration, and marketing creative generation are being eroded by AI-native, collaboration-first competitors. Canva’s 2025 monthly active users had reached 265 million, with annualized revenue (ARR) of about USD 4.0 billion, and it says it covers many Fortune 500 companies; Figma completed its IPO in July 2025 (NYSE: FIG), with fiscal 2025 revenue of about USD 1.056 billion, up about 41% year over year, and continues to launch AI design agents and prompt-to-code. A more worrying signal is that Adobe itself has expanded billing into freemium, token-based credits, and outcome-based pricing. The report notes that this “to some extent shows the rules of the game are changing.” In other words, “copying Adobe’s full moat” still requires years and tens of billions of dollars of investment, but the barrier to “copying good-enough partial functions (lightweight design, collaboration, AI generation, prompt-to-build)” has fallen significantly. This is exactly why Adobe’s valuation has been compressed.

  Judgment for the next three to five years: the core creative/document moat will probably hold, but whether gross margin and pricing power can avoid persistent competitive erosion is the decisive item the report lists as the top tracking metric. The lean is “stable with slight narrowing.” The moat is not broken, but the era of “no need to defend” is over. Adobe must use AI monetization to restore breadth before one can say the moat is widening again.

  Jun 10, 2026
• QIf the core business is disrupted, does it have the DNA to reinvent itself? How does it handle mistakes and bad news?5/10

  A

  Conclusion: Adobe has a verified record of “reinvention,” so it is not defenseless if its core business is disrupted. But this time, the AI shock comes from faster and cheaper rivals, and whether reinvention can succeed again remains an open question. History cannot be used to award full marks directly. On mistakes and bad news, institutional transparency is acceptable, but one costly judgment error must be recorded honestly.

  Start with the “DNA for reinvention” (implicit premise, positive evidence). Adobe has completed at least one genuine paradigm shift in its history: moving the entire business from “selling perpetual-license boxed software” to “cloud subscriptions.” The report calls its “long-running subscription execution and repeated product-paradigm migrations” evidence of strong culture and operating capability. The outcome of this transition is a highly recurring revenue structure. First-quarter subscription revenue was already close to 96%—97% of customer-group revenue, with total ending ARR of about USD 26.06 billion and RPO of about USD 22.2 billion. More importantly, facing today’s AI disruption, Adobe has not clung to pure subscriptions. It has proactively expanded billing into freemium, token-based credits, and outcome-based pricing, and launched Firefly and GenStudio. In the first quarter, AI-first application ending ARR more than tripled year over year, and Firefly-related ending ARR exceeded USD 250 million. This shows a willingness to cannibalize itself and change the playbook. The “reinvention DNA” is real.

  But honesty matters: this reinvention is harder than the last one. In the previous round (boxed software → subscription), Adobe upgraded its business model proactively from a position of strength, with limited rivals. This round, AI is rapidly pushing “good enough” creative and document capabilities down to Canva (265 million monthly active users, ARR of about USD 4.0 billion), Figma (listed, fiscal 2025 revenue of about USD 1.056 billion), and a range of AI-native tools. Adobe is defending edge positions reactively. Historical success does not guarantee success this time.

  Now consider “how it handles mistakes and bad news.” Positive: the report notes that the company provides relatively clear disclosure on tax, AI, M&A, and legal matters. The 2026 proxy shows the CEO’s target total compensation is about 70% performance-based and about 97% at-risk, so the system does not avoid accountability. Negative (must be recorded): after terminating the Figma acquisition at the end of 2023, Adobe paid a USD 1.0 billion termination fee. This was a real, irreversible loss of value, and it exposed management’s ability to make costly judgments in major strategic M&A. Soon after, it signed the approximately USD 1.9 billion acquisition of Semrush (completed on April 28, 2026), whose value creation the report marks as “still to be observed.” Another instance of “bad-news handling” is a voluntary reduction in transparency: starting in fiscal 2026, Adobe merged the previous three segments into a single operating segment. The report states plainly that this “reduces external shareholders’ granularity in observing each business segment’s performance,” which is not a good signal for long-term owners.

  Overall: reinvention capability has historical support, and the company is investing real money today, which is stronger than a purely passive company under attack. But “whether it can win this time” has not been proven, and its handling of mistakes is “institutionally acceptable, but with an expensive error + a voluntary reduction in disclosure transparency.” That is an honest neutral-to-positive assessment, not a full score.

  Jun 10, 2026
• QDoes management, especially the founder, have a long-term view and deep alignment with the company? Is it willing to sacrifice current profit for five to ten years from now?4/10

  A

  Conclusion: Adobe’s management is “strong institutionally, average in personal ownership.” There is a long-term orientation, but it is not the kind Baillie Gifford most values: “a founder with a large personal stake deeply tied to the company’s fate.” This dimension is steady and neutral, not high-scoring.

  Start with the fact that “long-term vision” does exist, and it shows up in compensation structure and capital willingness. The report cites the 2026 proxy: about 70% of the CEO’s target total compensation is performance-based and about 97% is at-risk; the company does not grant stock options to directors and executives; executive compensation emphasizes long-term equity incentives, multi-year vesting, and performance tests, and it maintains ownership requirements above common market levels. This design points to the long term, not a short-term EPS game. There is also evidence of “willingness to sacrifice current profit for the long run”: the company keeps investing heavily in AI R&D (R&D was about 17% of revenue in the first quarter) and has proactively expanded the mature pure-subscription model into freemium, token-based credits, and outcome-based pricing. Cannibalizing current ARPU to secure a position in the AI era is exactly a sign of “sacrificing current certainty for five to ten years from now.”

  But the “deep alignment with the company” point is weak and must be stated plainly. The report discloses that as of February 17, 2026, CEO Shantanu Narayen held 438,975 shares, and all directors and current executives together held 803,767 shares. Both were below 1% of total shares outstanding (the company had about 407.6 million shares outstanding at the end of the first quarter). This is a typical “professional-manager controlled” structure. Compensation incentives are in place, but the depth of personal net-worth alignment with the share price is far below the founder-heavy ownership Baillie Gifford prefers, such as a founder with 30% of personal wealth in the company. The report therefore concludes explicitly: it is not “absolutely and fully aligned with shareholders,” but rather “institutionally strong, average in personal ownership.”

  There are two further real deductions. First, capital allocation is not flawless: on the positive side, large buybacks are genuinely reducing the denominator for shareholders. In fiscal 2025, Adobe paid about USD 11.28 billion for share repurchases, repurchased about 30.80 million shares, and reduced shares outstanding by more than 6%; in April 2026, it also authorized a new USD 25.0 billion buyback through April 2030. But on the negative side, there was the value loss from the USD 1.0 billion termination fee for the abandoned Figma acquisition in 2023, and the value of the approximately USD 1.9 billion Semrush acquisition remains to be proven. Second, the CEO transition itself is a real variable: Narayen has announced he will step down after a successor is identified, and the report lists “whether management turns to more aggressive large M&A after the transition” as one fact that could overturn the bullish case.

  Overall: long-term vision and institutional governance are positives, and the willingness to sacrifice current profit for AI deserves credit. But by Baillie Gifford standards, “deep founder/management alignment with the company” is only average. Compensation alignment exists; personal-wealth alignment is weak. Add CEO transition and one costly M&A mistake, and a neutral-to-positive score is more honest.

  Jun 10, 2026
• QIf it disappeared tomorrow, how much would customers miss it? Is its growth sustainable, without depending on harm to society or regulation?6/10

  A

  Answer the two dimensions separately: indispensability is very high, especially for professional creators and enterprises; social and regulatory sustainability is generally clean, and growth does not rely on harming society, but AI training/copyright and “lower transparency from single-segment disclosure” are two gray areas to watch. Overall, this dimension leans positive.

  Start with “how much would customers miss it if it disappeared tomorrow.” For high-end professional users and enterprise customers, the answer is “very much, and hard to replace in the short term.” The report’s logic is that Photoshop, Illustrator, Premiere, and Acrobat are already embedded in career paths, team collaboration, file compatibility, plugin ecosystems, training systems, and organizational processes, while PDF is a global de facto standard. This is not something that can be painlessly migrated by installing another app. Quantifiable stickiness evidence: at the end of the first quarter, total ending ARR was about USD 26.06 billion, RPO was about USD 22.2 billion, and subscription revenue was about USD 6.17 billion (about 13% growth in customer-group revenue). The subscription share is close to 96%—97%, and high renewal + high RPO is itself the financial projection of “customers cannot easily leave.”

  But it is important to distinguish “who” would miss it. In entry-level, lightweight design, team collaboration, and quick marketing asset generation, substitutes are already good enough or even smoother. Canva (265 million monthly active users, ARR of about USD 4.0 billion), Figma (fiscal 2025 revenue of about USD 1.056 billion), and a range of AI-native tools mean that “light users” would feel less pain if Adobe disappeared. So indispensability is “high for professionals/enterprises, being diluted for consumers/entry-level users,” consistent with the moat judgment of “thick core, narrow edges.”

  Now consider “whether growth is sustainable and does not depend on harm to society or regulation.” This is one of Adobe’s healthier aspects: its revenue comes from selling productivity tools to professional users and enterprises. It does not rely on regulatory arbitrage, addictive design, or illicit data businesses. The business model itself is “positive-sum”: customers use it to create value and are willing to keep paying. In the investment checklist, the report also marks “long-term stable demand,” “pricing power,” and “free cash flow” as passed, and finds no red flags for accounting fraud or aggressive accounting.

  Two gray areas need monitoring (not avoided): first, AI copyright and regulatory risk. The report explicitly notes that Adobe itself lists “AI development and use, competition, and legal and regulatory changes” as important risks. Training-data provenance and copyright compliance for generative AI are an overhanging sword for the whole industry. Adobe’s emphasis on “commercially safe Firefly” is an attempt to build this moat toward “compliance,” but the risk has not disappeared. Second, governance transparency: starting in fiscal 2026, the company combined its segments into a single operating segment, and the report states plainly that external shareholders will find it “harder to see through changes in specific businesses.” This does not constitute “harm to society,” but it is a deduction for information fairness to minority shareholders.

  Overall: customers, especially professional users, would miss it very much, and its growth model is clean and does not depend on harming society. This is a positive under Baillie Gifford’s “social sustainability” standard. The deductions are that indispensability is being diluted at the consumer/entry edge, and AI copyright / disclosure transparency are two gray areas requiring long-term monitoring.

  Jun 10, 2026
• QWhat are the unit economics of this business (gross margin, incremental returns)? Do they improve or deteriorate with scale? Where does the money it earns go?8/10

  A

  Conclusion: unit economics are Adobe’s strongest advantage: high gross margin, extremely low capital expenditure, and exceptional cash conversion. As scale increases, unit economics overall “improve or hold steady.” The money it earns is mainly spent on buybacks + reinvestment in R&D + small amounts of M&A. This dimension can score highly, with the only reservation being whether marginal returns can hold up in the AI era.

  The foundation of gross margin and unit economics. Adobe is a classic high-gross-margin, low-capex software platform: first-quarter total costs were about 10% of revenue (so gross margin was around 90%), R&D was 17%, sales and marketing 27%, and general and administrative 7%. Under the report’s measure, long-term gross margin stays in the high 80% range (85%—89%). Current profitability evidence: in the first quarter, GAAP operating margin was 37.8%, non-GAAP operating margin was 47.4%, and GAAP EPS was USD 4.60. This structure, in which the marginal cost of selling one more unit of software is extremely low, means each additional subscriber is almost pure incremental profit.

  Does scale make it better or worse? Better/steady. The evidence is operating leverage and cash conversion improving with scale: the report shows that from 2019→2025, revenue rose from USD 11.17 billion to USD 23.769 billion, operating cash flow rose from USD 4.42 billion to USD 10.03 billion (about USD 10.031 billion in fiscal 2025), and free cash flow rose from USD 4.03 billion to USD 9.85 billion. FCF CAGR was about 16.1%, ahead of revenue CAGR of about 13.4%. Cash flow growing faster than revenue is the sign of “more profitable as it gets bigger.” On incremental returns, “growth consumes almost no capital”: fiscal 2025 operating cash flow was about USD 10.0 billion, while capital expenditure was only about USD 179 million; first-quarter operating cash flow was about USD 2.958 billion, while capital expenditure was only about USD 37 million. Capex intensity is almost negligible, which is the most attractive part of this business.

  Where the money goes (capital allocation). Three uses: ① Buybacks, the largest use. In fiscal 2025, Adobe paid about USD 11.28 billion for repurchases, bought back about 30.80 million shares, and reduced shares outstanding by more than 6%. In April 2026, it also authorized a new USD 25.0 billion program through 2030. As a result, even though stock-based compensation is not low (about USD 1.942 billion in fiscal 2025), diluted shares still fell from about 491.6 million in 2019 to about 427 million in 2025; ② R&D reinvestment, about 17% of revenue, focused on AI (Firefly/GenStudio); ③ M&A, including the approximately USD 1.9 billion acquisition of Semrush, though the earlier USD 1.0 billion termination fee for the failed Figma transaction was a mistake and is the only blemish on this line.

  One honest conservative reminder. The report emphasizes that operating cash flow adds back stock-based compensation. If stock-based compensation is treated as a real economic cost, conservative owner earnings are about USD 8.34 billion (= TTM operating cash flow of about USD 10.507 billion − capital expenditure of about USD 190 million − stock-based compensation of about USD 1.976 billion), below reported FCF of about USD 10.3 billion. Even so, this remains an exceptionally high-quality cash business.

  Overall: unit economics are Adobe’s core strength. Scale brings stronger rather than weaker cash conversion, and the money is mainly used for buybacks that reduce share count + R&D reinvestment. Under Baillie Gifford’s standard, this dimension should score high. The one long-term item to monitor is whether, after AI makes “good enough” capability easier to obtain, incremental pricing power and marginal margins will be gradually worn down by competition. The report lists this as the top tracking item.

  Jun 10, 2026
• QWhat conditions must hold simultaneously for it to rise fivefold in ten years? Are those conditions realistic? What expectations are embedded in today’s share price?3/10

  A

  First align the premise: Baillie Gifford asks about “fivefold in ten years” (≈17.5% annualized), not tenfold. The direct conclusion: for Adobe to rise fivefold in ten years, several fairly optimistic conditions must hold at the same time. The difficulty is meaningful and the probability is not high. The good news is that today’s share price of about USD 236, P/E of about 14 times, and market cap of about USD 95.6 billion already embeds quite low expectations. So while “fivefold” is hard, the odds of “beating the risk-free rate and perhaps producing solid compounding” have improved.

  Conditions required for fivefold in ten years (each one necessary):

  1. Owner earnings must sustain high single-digit to double-digit compound growth for ten years. The report’s conservative owner earnings are about USD 8.34 billion. To support a fivefold outcome, Adobe would roughly need long-term growth in the report’s neutral-to-optimistic range (7%—10% per year) and sustain it for ten years. But growth over the past six years has been decelerating year by year (revenue growth of 22.7% in 2021 → about 11% in 2025). Steepening the curve again requires AI monetization to truly take over.
  2. AI must expand pricing power rather than compress it. Professional users must keep paying because the “professional version is worth more,” and gross margin must remain in the high 80% range without being worn down by competitors. This runs against the erosion direction from Canva (ARR of about USD 4.0 billion, 265 million monthly active users) and Figma (fiscal 2025 revenue of about USD 1.056 billion, up about 41% year over year). Adobe needs to defend the edges and use AI to widen the moat again.
  3. The AI second curve must scale. Firefly / GenStudio / AI-first must grow from today’s Firefly ending ARR of about USD 250 million into pillars capable of contributing billions of dollars of incremental revenue. First-quarter AI-first ARR has already tripled, so the direction is right, but the base is small.
  4. Large ongoing buybacks must effectively reduce share count + valuation multiples must recover materially. Beyond EPS compound growth, the market must be willing to raise the current P/E of about 14 times back toward levels appropriate for a quality software leader (with reference to higher multiples for Salesforce, Intuit, and Autodesk), creating a double effect of “earnings growth × multiple expansion.”
  5. The management transition must be smooth, with no return to high-risk large M&A. The report lists a post-CEO-transition shift toward aggressive M&A as a fact that would overturn the bullish case.

  Are these conditions realistic? Each one individually is not absurd, but getting all five to hold simultaneously and persist for ten years is, by Baillie Gifford standards, an optimistic scenario requiring a fair amount of luck. The report’s own expected annualized returns are: conservative 7%—9%, neutral 10%—13%, optimistic 14%—16%. Note that even the report’s optimistic scenario (14%—16%) is still slightly below the about 17.5% needed for fivefold. In other words, under the report’s own framework, achieving “fivefold in ten years” through fundamentals alone would require reaching the top end of the optimistic scenario or above, plus a significant valuation recovery. The probability is not high.

  What expectations are embedded in today’s share price? Pessimistic, not optimistic. The report notes that Adobe currently trades at about 10 times P/FCF, with reported free cash flow yield close to 10% and conservative owner-earnings yield about 8%, clearly below most high-quality software leaders (Salesforce FY26 free cash flow of about USD 14.4 billion, P/E of about 24 times). The share price has fallen about 43% over the past year. In other words, the market has already priced in a fair amount of bad expectations around “slowing growth + AI repricing the moat.” This means Adobe’s appeal is not “the market is underestimating a clear growth breakout,” but rather “the market may be too pessimistic, improving the odds for a high-quality cash cow.”

  Honest landing point: fivefold in ten years is an optimistic scenario for Adobe, low-probability and requiring several conditions to resonate together. Under the strict Baillie Gifford LTGG standard, it is not a typical fivefold candidate. But low valuation raises the margin of safety, making it a “high-quality compounder with decent odds.” That is exactly the report’s balance: “Cautious Buy,” not “a heavy bet on growth.”

  Jun 10, 2026
• QWhy has the market not recognized all this yet? Is it a failure to understand, a lack of respect, or too short a horizon? What will become the “narrative turning point”?3/10

  A

  Conclusion: here, “the market has not recognized it” should be understood in reverse. The market does not fail to understand that Adobe makes money today; it is actively “bearish on its future.” The main reasons for the current low valuation are “too short a horizon + lack of respect” (fear of the AI endgame + classification as a mature stock with slowing growth), not “failure to understand.” The narrative turning point depends on whether real data on AI monetization and pricing power can falsify the bear case.

  First clarify what the market is pricing. Adobe today trades at a P/E of about 14 times, P/FCF of about 10 times, free cash flow yield close to 10%, and its share price has fallen about 43% over the past year, clearly below most high-quality software leaders (Salesforce P/E of about 24 times, FY26 free cash flow of about USD 14.4 billion, Autodesk at an even higher P/E). The report states the point directly: the market is not doubting Adobe’s “earning power today,” but whether it can “maintain its old high moat and high pricing power in the AI era.” So this is not a blind spot in understanding. It is an explicit pessimistic bet.

  Using the three-part frame “cannot understand / looks down on / cannot look far enough”:

  • Cannot understand: basically no. Adobe’s business (subscription creative/document/marketing software) is clear and transparent, and the report gives “business understandability” 4/5. The only thing that lowers transparency is the merger into a single operating segment starting in fiscal 2026, which makes it harder for external shareholders to see through each business line’s marginal changes. That may make some investors “unable to see clearly” at the margin, but it is not a failure to understand the business.
  • Looks down on it: partly yes. The market tends to reclassify Adobe as a “high-quality cash cow with slowing growth,” rather than “a platform that keeps expanding in the AI era,” and therefore is willing to pay only a cash-cow multiple. The strongest bear logic described in the report is exactly this: “Adobe’s best days are over; it can only rely on discounts, giveaways, and bundling to keep old users; growth slows, pricing power weakens, and the valuation center moves lower.” This is pricing that “looks down on its growth potential.”
  • Cannot look far enough: this is the main reason. The market has pulled forward and possibly over-discounted the distant risk that “AI will push professional creative/document capabilities down to cheaper, more open, more collaborative platforms” into today’s price. The rise of Canva (ARR of about USD 4.0 billion, 265 million monthly active users) and Figma (fiscal 2025 revenue of about USD 1.056 billion, up about 41% year over year) reinforces the narrative that “Adobe’s edges are being eroded.” Fear of the end state ten years from now has overwhelmed recognition of current strong cash flow.

  So who is right, bulls or bears? This is exactly the part that cannot be proven by “already disclosed facts.” The report honestly acknowledges that this opposing view “is not absurd.” Adobe may still be a good company while shareholder returns are merely average (slower growth + a step-down in multiples). So the other side of “why has the market not recognized it” is: perhaps the market is not wrong, and Adobe really is being repriced.

  What will become the narrative turning point (implicit premise, both directions). An upward turning point = AI is proven to be incremental rather than a threat: Firefly / AI-first ARR keeps scaling rapidly (current Firefly ending ARR is about USD 250 million, AI-first ARR has tripled year over year, GenStudio/AEP +30%), while gross margin and total ARR growth stabilize and the CEO transition lands smoothly. Then the market will again treat Adobe as an “expanding platform” and raise the multiple. A downward turning point (signals the report lists as overturning the bullish case) = subscription and ARR growth fall to low single digits for several consecutive quarters, flagship products must rely on obvious price cuts to maintain growth, gross margin trends downward, stock-based compensation rises while buybacks no longer effectively reduce share count. If any of these is confirmed, the “cash-cow downgrade” narrative will be validated and valuation can step down again.

  Honest landing point: the market does not fail to understand Adobe. It is using a low valuation to express fear of the AI endgame (too short a horizon) + distrust of growth (lack of respect). Adobe’s investment opportunity is essentially “betting that the market is too pessimistic,” and the key variables for validating that bet, AI monetization data and pricing power, are exactly the tracking metrics listed one by one in the report. The turning point will not come from share-price sentiment. It will come from these operating data turning before the share price does.

  Jun 10, 2026