AI Narrative Tone Shifts Subtly, but Valuation Remains Key

Overview

This UBS report primarily analyzes the drivers behind the recent rally in China’s software and IT services sector and outlines the investment logic. Its core thesis is that the AI disruption narrative propelling the sector’s rise is undergoing a subtle yet important shift—market focus is moving from ‘Will this company be disrupted?’ to ‘How and when will disruption actually happen?’ This shift, combined with the underlying resilience—or even acceleration—of software companies’ actual earnings, may trigger chain reactions such as short covering. Nevertheless, UBS stresses that this narrative shift alone does not yet constitute a compelling buy case: rapid AI advancement continues to heighten competitive pressure and execution risks, making valuation attractiveness the ultimate determinant. The report uses Meitu (1357.HK) as a case study to demonstrate its valuation framework, assigning a ‘Buy’ rating and a target price of HK$8.40.

Core views

The report notes that some investors previously assumed AI disruption would lower software firms’ terminal values, requiring companies to prove they were immune—a difficult task. This assumption led to valuation compression across the sector year-to-date, regardless of near-term execution. UBS points out, however, that earnings reported so far by its covered software companies show AI adoption is instead driving robust—and in many cases accelerating—revenue growth and profitability. Recently, market sentiment has shifted subtly: investors are re-examining their initial assumptions—not demanding proof of ‘immunity to disruption,’ but instead asking ‘Where exactly will disruption occur, through what mechanisms, and within what timeframe?’ Given that most software stocks are heavily shorted, even marginal sentiment improvement can trigger disproportionate price reactions—including short covering. Meitu’s strong share price performance following its Q1 2026 business update on May 6, 2026, exemplifies this dynamic. Nonetheless, UBS explicitly states that this shift in narrative tone, while noteworthy, does not yet amount to a strong buy rationale. AI capabilities continue to evolve rapidly—intensifying competitive threats and posing execution challenges for incumbent software firms, including talent management, organizational complexity, and effective implementation of AI strategies. Therefore, the real crux remains: Is the valuation cheap enough?

Analysis framework

The report adopts a dual-layer ‘narrative–valuation’ analytical framework. The first layer tracks shifts in the market’s AI disruption narrative tone—contrasting the prior investor mindset of ‘assume disruption first, then demand self-proof of safety’ with the emerging mindset of ‘assume no disruption unless evidence emerges,’ and explaining how this conceptual shift influences short-covering dynamics. The second layer returns to fundamental valuation—explicitly identifying valuation attractiveness as the ultimate decision driver—and presents Meitu as a concrete example, applying a Discounted Cash Flow (DCF) methodology to derive its target price. This ‘narrative + valuation’ dual structure enables readers to both grasp the mechanics of sentiment change and anchor investment decisions in fundamental common sense.

Methodology notes

• Industry / Sector Analysis FrameworkSupply-demand framework

  Shifts in market supply-demand dynamics for the AI disruption narrative

  The report effectively applies a ‘narrative supply-demand’ lens: when markets widely believed AI would disrupt software firms, companies needed substantial evidence to prove their safety—driving down valuations; whereas once the narrative loosens—even marginally—it can unleash significant upside elasticity (especially in highly shorted stocks). This constitutes a supply-demand analysis at the level of market expectations.

• Event-Based Game Theory & Behavioral Finance

  Short covering and sentiment leverage

  The report highlights that most software stocks are heavily shorted, meaning even minor sentiment improvements can generate outsized price moves—this is the short squeeze mechanism: shorts are forced to buy shares to cover positions, further pushing up prices. The report leverages this behavioral finance principle to explain why a seemingly modest narrative shift can still trigger pronounced market reactions.

• Valuation MethodologyDCF (Discounted Cash Flow)

  UBS applies the DCF model to value Chinese software companies

  DCF (Discounted Cash Flow) estimates a company’s intrinsic value by forecasting its future free cash flows and discounting them back to present value using an appropriate discount rate. The report explicitly states it employs DCF to value Chinese software companies and illustrates the approach using Meitu, underscoring valuation as the core criterion for timing buy decisions.

Asset mapping & comparison

Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).

• Meitu (Meitu, 1357.HK)

  Serves as a representative Chinese software company benefiting from both the AI narrative shift and resilient fundamentals

  Strengths

  Q1 2026 business update shows strong growth across multiple KPIs; valuation appears attractive (target price HK$8.40 vs. current price HK$4.27); UBS maintains a ‘Buy’ rating

  Weaknesses

  Faces uncertainties around global expansion, competitive threats, and intensified competition driven by declining AI inference costs

  Risks

  Slower-than-expected globalization; underperformance in design tool capabilities; slower-than-expected progress on in-house GenAI model MiracleVision; stronger competing products launched by hyperscale cloud providers or AI startups; intensified competition due to falling LLM inference costs

Key data

• Meitu’s Latest Share Price (as of 2026-04-27)HK$4.27Reported as the current price in the report
• Meitu’s Latest Target Price (as of 2026-04-27)HK$8.4012-month target price derived from DCF valuation
• Meitu’s RatingBuyUBS’s 12-month rating on Meitu
• Meitu’s Prior-Day Price (as of 2026-05-07)HK$4.72Price disclosed in the report for May 7
• Meitu’s Q1 2026 Business Update Date2026-05-06Strong share price performance on this date reflected positive market reaction to earnings data

Impact & implications

The report views the AI disruption narrative shift—from ‘prove you’re safe’ to ‘show us where and when disruption occurs’—as a positive sentiment signal for China’s software sector, particularly for heavily shorted stocks, potentially triggering short-term price rebounds or short covering. Yet UBS cautions that this shift does not automatically translate into a systemic buy opportunity, as competitive pressures and execution risks arising from rapid AI advancement remain fully intact. Investors should instead prioritize whether valuations are sufficiently low—and whether companies can deliver sustainable earnings growth from AI adoption.

Risks

• Macroeconomic headwinds prompting enterprises to cut IT budgets—even amid strong AI adoption intent;
• Further GPU restrictions slowing China’s large language model (LLM) development;
• Cloud migration proceeding more slowly than expected;
• Rapid AI advancement intensifying competition—particularly from hyperscale cloud providers and AI startups;
• Execution challenges for incumbent software firms in implementing AI strategies, managing talent, and navigating organizational complexity.

What to watch

• Whether China’s large language models (LLMs) advance faster than anticipated;
• Whether AI solutions demonstrate proven scalability in commercial deployments;
• Whether macroeconomic improvement or government policy stimulates increased enterprise IT spending;
• Revenue growth and profitability trends in subsequent quarters for software firms—testing whether earnings resilience persists.