What is the difference between GAIO, LLM SEO, SEvO, GEO, and LLMO?

GAIO (Generative AI Optimization) ensures your brand is cited by AI assistants like ChatGPT and Gemini. LLM SEO optimizes content for large language model indexing and retrieval. SEvO (Search Everywhere Optimization) expands visibility across social, voice, and vertical platforms. GEO (Generative Engine Optimization) is the umbrella discipline that unifies GAIO, LLM SEO, and SEvO into a single strategy. LLMO (Large Language Model Optimization) is often used interchangeably with LLM SEO, focusing on semantic relevance and structured data for AI comprehension.

Why did Mercury Technology Solutions launch GEO Services now?

The launch coincides with Google's I/O 2026 declaration that 'Google search is AI search through and through.' With background information agents, multimodal search boxes, and AI Mode surpassing one billion users, businesses need a unified approach to visibility across traditional and AI-driven discovery channels.

What industries benefit most from Mercury GEO Services?

Banking, insurance, retail, hospitality, professional services, telecom, and ecommerce sectors across Asia-Pacific and European markets benefit most. Any organization dependent on digital discovery and customer acquisition can leverage GEO to capture leads that traditional SEO misses.

How does SEvO differ from traditional SEO?

Traditional SEO focuses on ranking in Google and Bing. SEvO (Search Everywhere Optimization) expands that scope to AI assistants, social search, e-commerce marketplaces, voice assistants, video platforms, and vertical search engines—optimizing for the entire ecosystem of algorithms that mediate customer discovery.

What is included in the Mercury GEO Services suite?

The suite includes GAIO for AI assistant citation, LLM SEO for semantic content optimization, SEvO for multi-platform visibility, GEO Audits for baseline assessment, Enterprise GEO Audits for large-scale organizations, and the Geo Scorecard for ongoing performance tracking across all discovery channels.

How quickly can a business see results from GEO?

Initial audit insights and quick wins are typically identified within 2–4 weeks. Full ecosystem optimization—spanning AI citations, social search, and voice platforms—generates measurable visibility improvements within 3–6 months, depending on current digital maturity and content velocity.

Does Mercury offer GEO Services in markets outside Hong Kong?

Yes. Mercury Technology Solutions operates across Hong Kong, Singapore, Tokyo, and the UK, with GEO Services available for multi-market deployments. The methodology is adapted for local language, platform dominance, and regulatory requirements in each territory.

新聞稿香港，2026年3月15日

Mercury Technology Solutions慶祝成立一周年並推出 GEO服務

從願景到現實：一年的系統性數位轉型和Mercury Geo Services的推出。

下載PDF香港 / 東京 / 新加坡 / 倫敦

滾動閱讀

即時發布

香港 — 2026年5月25日

Mercury Technology Solutions 自 2017 年創立以來，已成為領先的整合數位轉型合作夥伴。今日正式宣布擴展其戰略服務組合，推出 Mercury Geo Services——一套全面涵蓋 Generative AI Optimization (GAIO)、Search Everywhere Optimization (SEvO) 及 Large Language Model SEO (LLM SEO) 的綜合解決方案。

此次發布恰逢公司週年里程碑，旨在直接回應搜尋生態系統過去 25 年來最重大的變革。此趨勢亦由 Google 於 2026 年 5 月 19 日 I/O 2026 大會主旨演講所印證，該公司明確表示：「Google 搜尋已全面成為 AI 搜尋。」

Explore Mercury GEO Services

Geo Scorecard GEO Audit Enterprise GEO Audit LLM SEO SEvO Global GEO APAC GEO China GEO

市場格局

搜尋生態新地貌

多數行銷代理商仍將「搜尋」定義為登上 Google 首頁排名，但 Mercury Technology Solutions 洞察到更廣闊且複雜的市場現實。消費者與買家的探索路徑已發生根本性轉變。

消費者與 B2B 採購決策者不再僅依賴單一搜尋引擎開啟探索旅程，而是跨足 AI 助理、社群平台、電商市場、語音助手及垂直搜尋引擎發起查詢。

AI Assistants

ChatGPT, Gemini, Perplexity, Grok

Social Search

TikTok, Instagram, Reddit, LinkedIn

E-Commerce Search

Amazon, Shopify, Walmart

Voice Search

Siri, Alexa, Google Assistant

Video Search

YouTube

Traditional Search

Google, Bing

Vertical Platforms

TripAdvisor, Booking.com

App Store Search

iOS App Store, Google Play

Podcast Platforms

Spotify, Apple Podcasts

Zero-Click Search

Featured Snippets, PAA

“「現代數位探索的範圍，已呈指數級超越傳統 SEO 代理商的架構所能應對的程度。多數代理商僅針對單一演算法進行優化；我們則針對目前主導客戶探索的全生態系演算法矩陣進行優化。這正是『可被搜尋到』與『真正具備能見度』的關鍵差異。」”
— James Huang, Mercury Technology Solutions 執行長

週年里程碑

週年里程碑：八年創新成果

自 2017 年創立以來，Mercury Technology Solutions 持續突破整合企業科技的邊界。關鍵里程碑包含：

Sustained Client Growth

Added a significant roster of new clients over the past 12 months, with more than 30 Geo Services-related clients already onboarded since the pilot phase began, spanning banking, insurance, retail, hospitality, and professional services across Asia-Pacific and European markets.

Multi-Market Expansion

Established operations across Hong Kong headquarters plus Singapore, Tokyo, and UK offices between 2021 and 2022, serving clients across Asia-Pacific and European markets.

Enterprise-Grade Platform Development

Built the Mercury Business Operation Suite (ERP), SocialHub CRM, and ContentFlow AI Suite — an integrated technology ecosystem that unifies operations, customer engagement, and content automation.

ContentFlow AI Suite Validation

Successfully deployed AI-driven content automation managing over 20,000+ SKUs across 95+ languages, proving scalability at enterprise level.

Phygital Innovation

Pioneered Mercury Phygital Solutions, bridging physical and digital customer experiences through integrated messaging, customer insights, and footfall technology.

Blockchain & AI Integration

Delivered custom blockchain and AI integration solutions for regulated industries including finance, insurance, and professional services, implementing security-first architectures.

Strategic Partnership Ecosystem

Developed PartnerPlus network enabling automated commission tracking, performance analytics, and streamlined partner program management.

Industry Recognition

Selected as member of IAB Hong Kong, recognized for advancing digital standards and thought leadership in AI-driven marketing.

產業拐點

為何是此時：Google I/O 2026 的關鍵轉折

Mercury Geo Services 的推出並非趕時髦，而是針對過去四分之一世紀以來搜尋架構最重大重組所採取的直接戰略回應。

於 5 月 19 日舉行的 Google I/O 2026 大會上，Google 公布了一系列根本性重塑企業數位能見度策略的變革。

“「我們正邁向 Google 搜尋的新篇章，卓越的 AI 功能已不再僅限於搜尋框內。Google 搜尋已全面成為 AI 搜尋。」”

這並非行銷話術，而是四大具體變革的前奏，所有企業皆必須積極應對。

I/O 2026 宣布的四大產業變革

AI Search Pioneering

Among the first Asia-Pacific technology companies to formally define and deploy GAIO methodology, establishing the strategic framework now adopted across the industry.

The Search Box Rebuilt

For the first time in over 25 years, Google fundamentally redesigned its search box. The new intelligent search box dynamically expands for longer natural-language queries, accepts multimodal inputs, and offers AI-powered suggestions that go far beyond traditional autocomplete.

Gemini 3.5 Flash Becomes Default

Google replaced the AI model powering AI Mode with Gemini 3.5 Flash — a model 4x faster than competing frontier models. AI Mode has now surpassed one billion monthly users, with query volume more than doubling every quarter since launch.

Background Information Agents

Google introduced persistent autonomous agents that monitor the web 24/7 without user prompts. These agents scan blogs, news sites, social posts, shopping data, and real-time information sources, then proactively push synthesized updates to users.

“「目前的 SEO 僅針對單一時間快照進行優化——即使用者當下輸入的查詢。隨著背景代理程式的應用，優化目標已轉向持續追蹤。」”
— Marie Haynes, SEO 權威專家

Trusted by

Industry Leaders Rely on Mercury

PCCW

1010

CSL

Sunlife

Tradom

關於Mercury Technology Solutions

Mercury Technology Solutions通過集成AI、雲基礎設施和數位轉型提供系統性智能。成立於2017年，為亞太地區的電信、汽車、保險、金融服務和奢侈品零售客戶提供服務。

訪問 www.mtsoln.com www.mtsoln.com/geo-services.

媒體聯繫

James Huang
Mercury Technology Solutions 執行長
www.mtsoln.com/contact

關於作者

James Huang 為 Mercury Technology Solutions 執行長兼創辦人。自 2017 年創立公司以來，他主導了橫跨亞太與歐洲企業的數位轉型計畫，專精於建構 AI 與人際互動的橋接架構。他亦為 IAB Hong Kong 會員，並經常就生成式 AI 優化與搜尋未來趨勢發表演講。

LinkedIn Twitter Website

下載完整新聞稿 (PDF)

本新聞稿包含受風險和不確定性影響的前瞻性聲明。