How to Run an AI Citation Audit
You audit your backlinks, your rankings, and your site’s technical health — but you’ve almost certainly never audited whether AI answers cite you, and…
Playbooks, teardowns, and honest takes on ranking in the AI era.
You audit your backlinks, your rankings, and your site’s technical health — but you’ve almost certainly never audited whether AI answers cite you, and…
There’s a difference between being mentioned by an AI and being cited by one, and most brands chase the wrong one. AI citations are…
Your brand is being discussed in conversations you’ll never see. Every time someone asks ChatGPT, Gemini, or Perplexity about your category, a model decides…
Most brands have no idea whether ChatGPT recommends them, and that blind spot is the whole problem. LLM visibility is how often, and how…
Most ecommerce teams approaching ChatGPT shopping optimization assume it’s a new ad platform they can buy their way into. It isn’t. When ChatGPT recommends…
Most lists of AI search engines are useless because they just rank logos by hype without telling you the one thing that matters for…
Most marketers write off Bing Copilot SEO because they still think of Bing as the search engine nobody uses. That’s a costly misread in…
The first mistake people make with Google AI Mode is assuming it’s just AI Overviews with a bigger box. It isn’t. AI Overviews is…
Most people optimizing for Google AI Overviews are chasing a ghost, because they treat it like a new ranking algorithm with its own secret…
People keep asking how to rank in google gemini as if it were a separate search engine with its own top-ten list. It isn’t.…