AEO Auditor
Become the answer AI cites
Practical know-how for the AI-search era, broken into posts you can understand and use. You read it and act; AI reads it and cites you.

How to Write Content That AI Search Engines Cite
AI search only cites sentences that stand on their own. Learn five traits of citable content, three patterns to avoid, and a before-and-after rewrite.

AI Crawlers Explained: GPTBot, ClaudeBot, and robots.txt
Meet GPTBot, ClaudeBot, and other AI crawlers: what they collect, how to welcome them in robots.txt, and how to spot CDN blocks in your server logs.

Why ChatGPT Can't Find Your Company Website
Five reasons ChatGPT cannot find your website, from blocked AI crawlers and unquotable content to missing structured data, with a self-check for each.

GEO vs SEO: What the Difference Means for AI Visibility
SEO competes for rankings and clicks. GEO competes for AI citations and mentions. See where the two overlap, where they differ, and what to fix first.

Structured Data Basics for Accurate AI Citations
Use JSON-LD to declare your site's facts to AI search. The four schema types Hong Kong SMEs should add first, with examples and validation steps.

llms.txt Guide: Help AI Understand Your Website
llms.txt is a plain-text Markdown file in your site root that helps AI models understand your website. Format, setup steps, validation, and llms-full.txt.

How to Measure Your Brand's AI Visibility
Test ChatGPT and Perplexity with real customer questions, record mentions and cited sources, then retest monthly to track your brand's AI visibility.

What Is AI Visibility? A Guide for Hong Kong Businesses
AI visibility is the degree to which AI tools like ChatGPT and Perplexity mention and cite your brand. Learn how it differs from SEO and what AEO means.