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《AI TRUST 品牌影響力白皮書》AI 如何改變高資產客群的財富決策?從家族辦公室與私人銀行,看見 AI 世界的信任競爭
2026-07-02

AI TRUST Brand Influence White Paper: How AI Is Reshaping Wealth Decisions for High-Net-Worth Individuals? Rethinking Trust in the AI Era Through Family Offices and Private Banking

As AI becomes a primary entry point for high-net-worth individuals seeking wealth management advice, the rules of competition for private banking and family office services are rapidly evolving. This edition of the AI TRUST Brand Influence Report uses CTBC Bank as its benchmark brand and applies ximu together with the Seen & Trusted Index (STI) to analyze how brands compete across both the human and AI worlds. The report explores how AI is redefining trust, reshaping decision-making journeys, and creating a new competitive landscape for wealth management.

《AI TRUST 品牌影響力白皮書》AI 推薦的航空公司,和旅客心中的第一名一樣嗎?
2026-06-18

AI TRUST Brand Influence White Paper: When AI Becomes the New Gatekeeper of Travel Decisions The AI Competitive Landscape of Asian Airline Brands

Historically, airline competition was defined by route networks, service quality, market share, and passenger reviews. Today, as more consumers turn to AI to plan journeys, compare airlines, and seek travel recommendations, a new layer of competition is emerging. According to the International Air Transport Association (IATA), international passenger demand among Asia-Pacific airlines increased by 10.9% in 2025, making the region one of the fastest-growing aviation markets in the world. As cross-border travel continues to accelerate, AI is increasingly becoming a key gateway through which travelers discover, evaluate, and select airline brands. AI does not simply replicate market rankings. Instead, it interprets, prioritizes, and recommends brands based on its own knowledge framework and the information available to it. As a result, an airline's position in the market does not necessarily translate into the same position in AI-generated recommendations. Among the many Asian airline brands, we selected Singapore Airlines as the core subject of this study. As one of the world's leading airline brands, Singapore Airlines has consistently ranked among the industry's top performers. According to Skytrax, it ranked second globally in 2025, behind only Qatar Airways. As a benchmark for premium airline service in Asia, Singapore Airlines also represents a challenge increasingly shared by established brands: as AI becomes a growing influence on consumer decision-making, can a brand still be seen, understood, and recommended by AI? To answer this question, the study uses ximu to analyze queries related to Asian airline recommendations, covering decision-making scenarios such as travel planning, airline comparison, business travel, and in-flight experience. Combined with Google Trends, OpView, and publicly available market data, the research examines the gap between human perception and AI recommendation, revealing how brand influence differs across the two worlds. This report does not seek to answer which airline is the best. Instead, it explores a more important question: As consumers increasingly rely on AI to plan their journeys, will the airline preferred by travelers also be the airline preferred by AI?

《AI TRUST 品牌影響力白皮書》AI PC 大戰開打,誰正在搶占 AI 認知高地?
2026-06-10

AI TRUST Brand Influence White Paper: The AI PC Race Has Begun: Who Owns the Advantage in AI Recommendation?

Brand competition has traditionally been measured by market share, sales performance, and share of voice. Today, as more consumers rely on AI to discover products, compare brands, and seek purchase recommendations, a new competitive landscape is emerging. AI does not simply mirror market rankings. Instead, it interprets and recommends brands based on its own knowledge framework and available information sources. As a result, market leaders may not necessarily be AI leaders. Among the many AI PC brands in the market, HP was selected as the focal point of this study. According to Gartner, HP is the world's second-largest PC brand, holding a 21.3% global market share, while AI PCs already account for 44% of its shipments. More importantly, HP represents a challenge facing many enterprises today: when the rules of competition change, can a brand still be seen, understood, and recommended by AI? Using ximu, this study analyzes key AI PC-related queries across brand discovery, product comparison, and purchase decision scenarios. Combined with insights from Google Trends, OpView, and public market data, the research examines the gap between human perception and AI recommendation. This report is not designed to determine which brand ranks first in the market. Instead, it seeks to answer a more important question: As consumers increasingly rely on AI to make decisions, will the brands that lead in the human marketplace remain the brands most recommended in the AI landscape?

2026-05-06

When Xiaohongshu Starts Reshaping ChatGPT: The AI Penetration Power of UGC Platforms

Open ChatGPT. Ask it: "Where should I take my kid for a weekend in Shanghai?" It will hand you a clean, well-structured list. Locations, transit, restaurants, things to watch out for, even a backup plan if it rains. It reads like advice from a local friend who knows the ropes. But have you ever stopped to ask—where does it know all this from? Not Disney's official site. Not Ctrip. Not Dianping. It's Xiaohongshu. It's a note some mom posted two years ago, with weather tips, parking advice, and the pitfalls she stepped into on the ground. The model never tells you who it read. But its answers have a texture. And that texture is the texture of UGC.

【首席 AI 顧問專欄】ChatGPT 廣告系統來了,這是開啟 GEO 的最佳時刻
2026-05-06

When ChatGPT Opens the Ad Floodgates: Should Brands Buy Exposure, or Earn Trust?

This is a watershed moment. OpenAI's full rollout of its advertising platform to enterprises worldwide is more than a commercial milestone — it marks a deep fracture in the AI industry's trajectory: AI products are now splitting into two distinct paths, attention monetization and productivity monetization.

【首席 AI 顧問專欄】當 LLM 把過時負面新聞當成事實:AI 時代的公關危機
2026-05-05

When LLMs Treat Outdated Negative News as Fact: PR Crises in the AI Era

If you opened ChatGPT today and asked, "I'm considering working with Company X — are they trustworthy?" what would you get back? Most likely, a measured, balanced response citing multiple sources. It sounds fair. But buried inside might be a sentence like this: "The company faced media scrutiny several years ago over a controversy that raised consumer concerns." To the AI, that's just a retrieved factual statement. To the brand, that controversy may have long since blown over — officially clarified, internally addressed, and put to rest.

【首席 AI 顧問專欄】你選的 GEO 是在幫你,還是在害你?一篇看懂投毒式 GEO 與正規差異
2026-03-19

Is Your GEO Helping You — or Hurting You? A Clear Guide to Poisoned vs. Legitimate GEO

OpenAI has long pointed out in multiple safety and research reports that generative AI systems are vulnerable to data poisoning and prompt injection. At their core, these risks define the very challenge GEO (Generative Engine Optimization) now faces: How can a brand be correctly constructed and trusted within AI systems’ mechanisms of understanding, citation, and recommendation?

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