Insights

Speak for clients, echo the market, and redefine the impact of PR consultants in the industry

【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?

【首席 AI 顧問專欄】ximu 成功加入 NVIDIA Inception 計畫!
2026-03-11

ximu Joins the NVIDIA Inception Program!

ximu has recently been officially accepted into the NVIDIA Inception Program. Beyond the initial excitement, however, a deeper question immediately came to mind: What does this actually mean—for us, and for brands more broadly? From a company development perspective, joining a global AI ecosystem program is certainly positive news. But I prefer to see it as a small window into understanding the AI era itself.

【首席布爾喬亞專欄】初八開工、馬運亨通。布爾喬亞、助您成功!
2026-02-24

Seen and Trusted by Humans and AI

If you are not cited by AI, you don’t exist. It’s the 8th day of the Lunar New Year. While most are celebrating “luck,” I’m here to talk about win rates. 2026 is when the cold reality of AI hits the boardroom: SEO is dead. Welcome to Trust Governance. As LLMs and generative engines replace the search bar, your brand now faces a binary outcome:Seen and Trusted by Humans and AI — or digital extinction.

【首席 AI 顧問專欄】Adobe 收購 Semrush:生成式搜尋的權力版圖正在改寫,而品牌的真正戰場其實在模型裡
2025-11-21

Adobe Acquires Semrush: The Power Map of Generative Search Is Being Rewritten — And the Real Battlefield for Brands Now Lives Inside the Model

Adobe just spent $1.9B acquiring Semrush. On the surface, it looks like a classic MarTech expansion move. Look deeper, and it’s a defensive bet—one made out of fear of the new order. AI is hollowing out the value of traditional search, and semantic gateways are being redistributed.

【專家點評】不是取代,而是進化: AIGC時代的顧問角色再定義-布爾喬亞公關顧問 公關顧問經理 新創產業領域負責人 林晏賢  Allen LIN
2025-08-01

【Expert Commentary】Not a Replacement, but an Evolution: Redefining the Role of Consultants in the AIGC Era -Allen LIN, VOCAL MIDDLE Public Relations Consultant Manager and Head of the Startup Industry Sector

As AIGC becomes increasingly widespread, content generation is no longer a high barrier—anyone can easily access a rich and diverse array of materials. However, the value of public relations has never been limited to merely producing text.

【專家點評】下一步,不只是公關: 信任經濟下的造局者誕生-布爾喬亞公關顧問創辦人鄧耀中 (Joseph TANG)
2025-08-01

【Expert Commentary】The Next Step: Beyond Public Relations – The Rise of the Shapers in the Trust Economy - Joseph TANG, Founder of VOCAL MIDDLE

In the wake of the pandemic, we once said: "The deepest human needs have fundamentally changed." Three years on, the rise of Generative AI has not reversed this shift — instead, it has accelerated a profound reshaping of how we work, and more importantly, how we understand people and value. For our generation of PR consultants, this is not just a challenge — it's a test of relevance, and a chance to prove our enduring value.

【專家點評】傳播教育新「思」路— 設計戰場x整合資源x產學鏈結-銘傳大學專任教授兼傳播學院院長 陳柏宇
2025-08-01

【Expert Commentary】New "Thought" Path in Communication Education – Designing the Battlefield × Integrating Resources × Industry-Academia Collaboration - CHEN POYU, Professor and Dean of the School of Communication, Ming Chuan University

The pandemic brought three major challenges to the education sector: The completeness of schools' digital education systems; Teachers' familiarity with instructional design and use of digital tools; Students' self-discipline and psychological resilience. At the same time, we saw some individuals lose their way in remote learning — yet many others developed stronger digital skills, independent thinking, and a better sense of self-directed learning. A few years later, the wave of AI arrived, once again testing our core capabilities in navigating an uncertain future.

【專家點評】人機協奏, 行銷傳播產業的「非典型進化論」 -台灣數位媒體應用暨行銷協會 (DMA) 理事長 王冠翔 (Sean WANG)
2025-08-01

【Expert Commentary】Human-AI Collaboration: The "Atypical Evolution" of the Marketing and Communications Industry - Sean WANG, President of Taiwan Digital Media Application and Marketing Association (DMA)

It's not only the pandemic that accelerated digital transformation and AIGC that enabled companies to reduce costs and boost efficiency; the realities of an aging population and declining birth rates have also created both opportunities and challenges for multi-generational coexistence.

【專家點評】四大轉型、三大角色 - TIPRA 引領台灣公關顧問產業 邁向科技x永續x價值驅動新篇章 -台灣暨臺北市國際公共關係協會 理事長 鄭淩穗 (Fiona CHENG)
2025-08-01

【Expert Commentary】Four Major Transformations, Three Key Roles – TIPRA Leads Taiwan's PR Consultancy Industry Toward a New Chapter of Technology × Sustainability × Value-Driven Growth - Fiona CHENG, President of Taiwan and Taipei City International Public Relations Association (TIPRA)

Looking back, PR has long been perceived as the “megaphone” between brands and the public—focused on message dissemination, media exposure, and image management. However, the global spread of COVID-19 placed humanity in a state of heightened instability and anxiety. Public expectations shifted: brand selection was no longer driven solely by visibility or popularity, but by trustworthiness.

【專家點評】塑造公關的未來: 人工智慧與遠程工作並行-海外合作夥伴 ShapeWin President Yusuke Kamimura
2025-08-01

【Expert Commentary】Shaping the Future of PR: AI and Remote Work in Tandem - ShapeWin|President - Yusuke Kamimura

Overall, these shifts have had a positive impact on the role of PR consultants. The rise of remote work has significantly improved time efficiency for both media professionals and PR specialists. Virtual meetings offer two key advantages: first, they increase opportunities for interaction with journalists; second, digital communications such as video calls and email pitches create records that can be easily analyzed and reviewed.

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