Vault Mark

AEO, GEO, LLMO: How Thai Businesses Should Choose the First Move

Four-stage diagram showing Accessibility, Answerability, Citability and Operability for choosing the first AI-search investment

A marketing team starts discussing AEO, GEO and LLMO at the same time. One agency proposes an “AI Search package,” yet nobody can confirm whether the site is fully indexable, which buyer questions matter, or what evidence makes the brand worth citing. Buying the stack before diagnosing the bottleneck can increase activity without improving discovery, […]

Before Hiring an Agency: 15 Questions That Reveal Real AI Citation Capability

Business leader reviewing an AI citation capability scorecard covering evidence, measurement and data ownership

Agency Evaluation · AI Search · Evidence & Measurement Before accepting a screenshot or a promise that an agency can make your brand “appear in ChatGPT,” verify whether it has a real system for selecting buyer questions, producing evidence, checking website accessibility, maintaining prompt logs, and connecting citations to referral traffic and qualified enquiries. Terms […]

Why Does ChatGPT Matter for Business?

แบนเนอร์อธิบายความสำคัญของ ChatGPT ต่อธุรกิจ ผ่านการเปลี่ยนพฤติกรรมค้นหา อิทธิพลต่อการตัดสินใจ สัญญาณความน่าเชื่อถือ และ AI Visibility

For businesses, ChatGPT has two roles that must be separated clearly. The first is an internal productivity tool. The second—often more commercially significant but easier to overlook—is a discovery and decision channel where customers can ask about products and services before they buy. When a brand is absent from those answers, the lost opportunity may […]

SEO vs AEO vs GEO: What Is the Difference, and Which Should You Prioritize?

แบนเนอร์เปรียบเทียบ AI Search กับ Google SEO โดยอธิบายความต่างด้านเจตนาการค้นหา สัญญาณจัดอันดับ การเลือกคำตอบ และการวัดผล

SEO improves a brand’s visibility in conventional search results. AEO improves the likelihood that a page will be selected, summarized, or cited in answer experiences such as ChatGPT, Perplexity, Copilot, and Google AI features. GEO takes a broader view of how a brand, its pages, and its supporting evidence appear across generative AI responses. These […]

How Is AI Search Different from Google SEO?

แบนเนอร์เปรียบเทียบ AI Search กับ Google SEO โดยอธิบายความต่างด้านเจตนาการค้นหา สัญญาณจัดอันดับ การเลือกคำตอบ และการวัดผล

AI Search gives users a synthesised answer from systems such as ChatGPT, Perplexity, Microsoft Copilot, Google AI Overviews, or Google AI Mode, while traditional Google SEO competes for visibility in a ranked list of links. The two environments overlap, but they do not create visibility in exactly the same way. A business that tracks rankings […]

What Are AI Overviews? Google’s Answer Box That Decides Who Customers See First

แบนเนอร์อธิบาย Google AI Overviews และการเลือกแหล่งข้อมูลเข้าสู่กล่องคำตอบก่อนการคลิก ผ่าน Answer Box, Source Signal และ Customer Path

AI Overviews are AI-generated answer summaries that Google places at the top of the search results page, above every standard link. Each overview combines information from multiple web pages and includes links to the sources it uses. This is the first area customers see, which changes the visibility game: the traditional number-one ranking is no […]