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【布爾喬亞動態】香港經濟日報專訪:從 SEO 到 GEO 品牌如何在 AI 時代建立可信度?
2026-08-13

Hong Kong Economic Times Interview: From SEO to GEO—How Brands Can Build Trust in the AI Era

AI is transforming how consumers discover, compare and choose brands, shifting competition from search visibility to AI-mediated trust and recommendation. In this Hong Kong Economic Times interview, VM Founder and CEO Joseph Tang and ximu Product Lead Vitas Zhang explain why SEO remains an essential foundation, but GEO is becoming increasingly important. The real challenge is not controlling AI-generated answers, but governing the sources AI systems encounter, interpret and cite. Through ximu and the Seen & Trusted Index, brands can better understand how they are represented by AI—and identify what must change to improve visibility, credibility and recommendation.

【首席布爾喬亞專欄】傻孩子,關鍵是做「決策」:我在 2026 PPSEAWA Youth Forum 談 AI、人性與青年使命
2026-08-04

My Young Friends, It All Comes Down to Decision-Making: On AI, Humanity, and the Mission of a Generation at the 2026 PPSEAWA Youth Forum

On August 4, I was invited by the Taiwan chapter of the Pan-Pacific and Southeast Asia Women's Association (PPSEAWA) to speak with a group of young people about a consequential question: What opportunities and challenges will their generation face as the global economy is reordered?

【首席布爾喬亞專欄】論 AI PR 的關鍵地位:從 AI 轉型、定向治理到影響力閉環
2026-07-23

Why AI PR Matters: From AI Transformation and Directed Governance to a Closed Loop of Influence

As enterprises embed AI into their workflows, the market needs more than stronger models or more agents. It needs a complete system that can answer why AI should be adopted, how it should be governed, how it creates growth, and how it can be correctly understood by both humans and machines. VM defines AI PR as the discipline of IMAGE Asset Governance across human and AI decision environments. Through ximu, VM GEO, and PRaaS 2.0, it creates a complete loop from IMAGE Assets and Directed Governance to sustained market influence.

【首席布爾喬亞專欄】第二次出發:不是多一個 AI 工具,而是重造一家公司;從香港出發,建立 Seen and Trusted by Humans & AI 的新秩序
2026-07-15

The Second Takeoff: Reinventing the Company Beyond AI Tools—from Hong Kong to the World, Building a New Order of Being Seen and Trusted by Humans & AI

Each July, following VM’s annual internal workshop, I take time to reflect on the journey we have undertaken—and the future we are preparing to build. This is neither an anniversary message nor simply a review of our performance. It is, rather, an account of our evolution: what we have observed over the past year, what we have chosen to leave behind, and what we are determined to become. This year, that reflection begins with a journey once interrupted by the pandemic.

【首席 AI 顧問專欄】香港行隨筆:從老牌巨頭的「語義焦慮」到封閉生態 GEO 的破局
2026-07-09

Reflections from Hong Kong: From Legacy Giants’ “Semantic Anxiety” to Breaking Through Closed-Ecosystem GEO

Over the past three days, through introductions facilitated by Alibaba Cloud International, I held a series of intensive meetings in Hong Kong with four prospective partners, each representing a distinct position in the market: a leading SaaS distributor with four decades of industry experience, an established digital marketing group, an emerging enterprise AI implementation consultancy, and a coworking platform with deep connections across the startup ecosystem. Across these in-depth conversations, one insight became particularly clear: at this moment of accelerating technological change, businesses share a remarkably similar sense of urgency—and aspiration—about the AI era. They are not only considering how to reposition their own organizations and communications strategies for the next cycle. They are equally determined to identify new AI-era solutions that can unlock growth for their clients.

《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.

【首席布爾喬亞專欄】從藍色光標的自我革命,看 AI 時代公關公司的下一個物種
2026-07-01

What BlueFocus's Reinvention Reveals About the Next Evolution of Public Relations in the AI Era

For decades, the communications and marketing industry operated on a simple belief: if a brand could be seen, it had a chance to be chosen. That belief shaped an entire generation of communications strategy. We chased impressions, media coverage, search rankings, social engagement, and share of voice. Brands competed to shine brighter in increasingly crowded markets, believing that greater visibility would naturally attract greater attention. But the rise of AI is fundamentally changing that equation. The next era of brand competition will no longer take place solely in front of human audiences. Increasingly, it will take place inside AI-generated answers.

《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?

【首席布爾喬亞專欄】從被看見,到被信任:ximu 獲 PR Awards Asia-Pacific 2026 肯定,開啟 AI 時代的公關新秩序
2026-06-09

From Being Seen to Being Trusted: ximu Recognized by PR Awards Asia-Pacific 2026, Opening a New Order for Public Relations in the Age of AI

ximu — See What AI See — was shortlisted alongside leading international teams from Japan, Singapore, and across the Asia-Pacific region at PR Awards Asia-Pacific 2026. It ultimately received the Best AI Product/Service award, becoming the sole winner in the category.

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