Youdao AI Transformation Accelerates: From Educational Tools to Vertical Platform Across Three Major Scenarios

Overview

This Goldman Sachs meeting minutes records the exchange with Youdao management on June 1, 2026 after 1Q26 earnings. The core conclusion is that Youdao is undergoing an AI-driven structural growth paradigm shift, transforming from a traditional education hardware and training company into an AI vertical application platform spanning education, productivity, and marketing three major areas. Although 1Q26 profit was pressured by seasonal factors, management remains confident in full-year growth and profit rebound, and detailed the AI transformation progress across each business line.

Core views

AI transformation is the main thread running through the entire text. Learning services, as the largest revenue segment, is undergoing product structure rebalancing toward higher gross profit margins: AI interactive high school tutoring (Youdao Ling Shi) has become the pillar, contributing over 70% of the segment's revenue, expected to achieve 20% YoY growth in 2026, with 1Q26 cash receipts up 20% and 2Q26 retention rate maintaining healthy at 75%; AI subscription products are scaling rapidly, with 1Q26 revenue up over 70% YoY to RMB 100mn+, accounting for over 10% of total learning services revenue, full-year target of RMB 5-6bn, with AI simultaneous translation revenue doubling, and Academic Search (ScholarAI) and Hi Echo as the other two contributors. Meanwhile, the company strategically reduced non-academic and adult education revenue by 50% to optimize the overall portfolio. Online marketing segment maintains the fastest growth rate, up 21% YoY in 1Q26, driven by performance advertising and AI precision targeting. Gaming remains the largest contributor among vertical industries, but AI applications and short drama advertising revenue grew over 50%, with short drama advertisers' customer acquisition KPIs highly similar to gaming clients. Geographically, domestic advertising accounted for 70% of 1Q26 revenue, with overseas currently focusing on KOL marketing; the company is renewing KOL contracts to obtain fan profile data to support AI-driven advertiser matching, and plans to replicate domestic programmatic advertising experience overseas by end of 2026. The launch of the ThinkFlow platform marks Youdao's expansion into enterprise-level AI infrastructure. Initially built for internal operations, the platform can route tasks to multiple domestic AI models, with internal trials showing a 80% efficiency improvement for senior IT engineers. The goal for 2H26 is to transform ThinkFlow from an internal tool into a commercialized product, exporting capabilities to external enterprises and third-party environments.

Analysis framework

This Goldman Sachs minutes follow the analytical framework of 'business segment breakdown + growth driver identification + seasonal/base effect adjustment'. First, the company's business is segmented into three major segments: learning services, online marketing, and emerging platforms, tracking changes in revenue growth rate, profit margin, and strategic positioning respectively; second, identifying AI penetration rates and product iteration rhythms within each segment, such as cash receipts and retention rates for high school tutoring, revenue contribution structure for subscription products, and changes in vertical industries and client types for advertising business; finally, conducting attribution analysis on 1Q26 profit fluctuations, distinguishing seasonal customer acquisition investment (January is high school enrollment peak) and one-time base effects (1Q25 sales expenses were low due to business contraction), thereby supporting judgments on subsequent quarter profit rebounds.

Methodology notes

• Industry/Industrial Analysis FrameworkVolume-price decomposition

  Volume-Price Decomposition

  The research report applies typical volume-price decomposition to the learning services segment: 'volume' is reflected in cash receipt growth and user retention rates for high school tutoring, 'price' is reflected in ARPU improvement and higher-margin product mix for AI subscription products, both driving structural improvement in the segment.

• Competition and Strategy FrameworkMoat / competitive advantage

  Differentiated Customer Acquisition and Competitive Barriers

  The research report compares differences in customer acquisition methods between Youdao and competitors—Youdao uses AI English essay correction tools as low-cost funnel entries in information flows, while competitors rely on physical workbook conversion. This comparison of 'AI-native acquisition vs. traditional material conversion' reflects the institution's focus on product differentiation barriers.

• Company Fundamentals and Financial FrameworkOperating/Financial Leverage Analysis

  Seasonal Fee Deployment and Profit Elasticity

  The research report attributes the 1Q26 profit decline to 'deliberate operating leverage'—increasing marketing investment during enrollment peaks to secure annual cash flow and user growth. This 'invest first, harvest later' model is typical in the education industry, with the institution verifying investment efficiency by tracking cash receipts and operating cash flow (up 60% YoY).

Asset mapping & comparison

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

• Youdao (DAO)

  Core analysis subject of the research report, AI vertical platform transformation entity covering education, productivity, and marketing three major scenarios

  Strengths

  Leading market share in AI high school tutoring, Academic Search and other products have no direct domestic competitors; differentiated AI customer acquisition tools (AI essay correction vs competitors' physical workbooks); fast-growing online marketing with vertical expansion into emerging areas like short drama; ThinkFlow has sufficient internal efficiency verification

  Weaknesses

  1Q26 profit significantly pressured, full-year profit rebound depends on seasonal factor delivery; strategic contraction of non-academic and adult education causing revenue base adjustment; overseas advertising still in KOL marketing stage, programmatic advertising 0-to-1 has uncertainty

  Risks

  Seasonal customer acquisition investment ROI may not meet expectations; AI subscription product competition may intensify; overseas programmatic advertising expansion may be slower than expected; ThinkFlow commercialization progress uncertain

Key data

• 1Q26 Operating Profit YoY Change-45%Due to seasonal customer acquisition investment and high base effect
• 2026 Full-Year Revenue Growth Target10%+Reaffirmed by management
• 2026 Full-Year Operating Profit Growth Target30%+Reaffirmed by management
• High School Tutoring Cash Receipts 1Q26 YoY+20%Customer acquisition investment paying off
• Operating Cash Flow 1Q26 YoY+60%Operating efficiency improvement
• AI Interactive High School Tutoring Revenue Share70%+Within learning services segment
• High School Tutoring 2026 Growth Target20%YoY, supported by demographic dividend and teaching results
• 2Q26 Retention Rate75%Maintaining healthy level
• AI Subscription Products 1Q26 RevenueRMB100mn+Up 70%+ YoY, over 10% of learning services
• AI Subscription Products Full-Year TargetRMB500-600mnManagement guidance
• AI Simultaneous Translation Revenue YoY+100%Fastest growing within subscription products
• Online Marketing 1Q26 Revenue YoY+21%Fastest growing segment
• AI Applications and Short Drama Advertising Revenue YoY+50%+High-growth vertical within online marketing
• Domestic Advertising Revenue Share (1Q26)70%Up sequentially, as 4Q is overseas advertising peak season
• Online Marketing 1Q26 Gross Margin29.6%Down 1pp YoY, up sequentially
• Online Marketing Long-Term Gross Margin Target25-30%Depends on mix of programmatic advertising and customer acquisition subsidies
• ThinkFlow Internal Efficiency Improvement80%Efficiency improvement for senior IT engineers using the platform

Impact & implications

The research report believes Youdao is undergoing a typical example of structural growth paradigm shift in China's education industry and AI-driven transformation. The company's strategic focus has contracted from covering multiple age groups and categories of traditional education services to focusing on high school tutoring as a high-value scenario, while opening second and third growth curves through AI subscription products and online marketing. For investors, key verification points to watch include: whether 2Q26 profit rebound can meet management expectations, the progress toward the full-year AI subscription products RMB 5-6bn target, and ThinkFlow's conversion capability from internal tool to commercialized product. Overseas programmatic advertising 0-to-1 breakthrough is also a milestone worth tracking in 2H26.

Risks

• The seasonal customer acquisition investment reflected in 1Q26 profit compression may not effectively convert to subsequent quarter user retention and revenue, potentially affecting full-year profit target achievement
• AI subscription product赛道 competition may intensify, especially uncertainty around whether first-mover advantages for products like Academic Search can be sustained
• Overseas programmatic advertising 0-to-1 expansion has execution risk, need to pay attention to launch progress before end of 2026
• During ThinkFlow's conversion from internal tool to commercialized product, market demand verification and competitive landscape remain unclear

What to watch

• 2Q26 profit rebound amplitude and operating profit improvement rhythm
• 2H26 learning services summer peak season and pan-entertainment advertising, 4Q overseas advertising peak season performance
• AI subscription products full-year RMB 5-6bn revenue target achievement progress
• ThinkFlow commercialization product launch and external client expansion progress
• Overseas programmatic advertising platform 0-to-1 launch situation before year-end