The AI Citation Gap: Why Google Rankings Aren't Enough
Your Google ranking says nothing about whether ChatGPT, Perplexity, or Google AI Overviews will cite you as a source. Here is why the AI citation gap happens...
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AEO Insights, Guides & Case Studies
Practical writing on AEO strategy, schema markup, llms.txt, AI agent behavior, and the brands winning the AI search era.
Content Freshness Signals AI Crawlers Actually Trust
AI crawlers do not cite stale pages, but most freshness fixes only fake it. Here is what actually signals a real update, and what to fix first.
How to Write a skill.md File for Your AI Agents to Use
AI agents can only call a tool they understand. A skill.md file is the manifest that tells them what your product does and how to use it.
Google Search Console vs AI Visibility Tools Compared
Google Search Console shows AI Overviews clicks but goes blind the moment a query moves into ChatGPT, Perplexity, or Claude. Here is where the gap starts and...
AEO Audit vs DIY AEO Fixes: How to Pick the Right One
DIY AEO fixes handle the basics, but a professional AEO audit catches the cross-file contradictions that keep AI agents from citing you anyway.
How to Write Direct Answer Blocks AI Agents Will Quote
A direct answer block is a short, self-contained passage AI agents can quote without stripping context. Here is exactly how to structure one.
Which AI Crawlers to Allow in Your robots.txt File
Block the wrong bot in robots.txt and an AI engine simply never reads your site again. Here is exactly which crawlers to allow, and how to add them.
AEO Audit Process Explained: What Happens at Each Stage
AEO audits are not a mystery box. Here is exactly what gets checked, what the report looks like, and how long it takes.
How to Check If AI Search Is Citing Your Website
You cannot improve what you cannot measure. Here is the step-by-step process to audit whether AI agents are citing your site — and how often.