AI visibility

Sometimes the site is the problem. Often it isn’t, and a rebuild changes nothing because the real cause is elsewhere. Here is how to tell the difference.

Almost every visibility problem traces back to three root causes: inconsistent details, unclear content, or weak trust signal. Here is how to tell which is yours.

An AI assistant quotes the clearest sentence it can find, not the best page overall. Here is how to write the sentence that gets quoted.

An AI assistant reads plain text and structured data, not your design. Here is what to check, and why the fix is usually rewriting, not rebuilding.

An AI assistant doesn’t invent wrong facts, it quotes an outdated source. Here is how to find that source and fix it where it actually lives.

A report lists everything that could be different. A diagnosis tells you what’s actually wrong and what to fix first. Here is how to tell them apart.

GEO makes a business legible to AI assistants, not just to Google. Here is what actually earns a mention, and how it overlaps with SEO.

Many sites block GPTBot and ClaudeBot by accident, through a plugin or firewall default. Here is how to check, and how to fix it in minutes.

Ranking on Google and being recommended by AI are different systems. Here is why page one doesn’t guarantee an AI mention, with a real Cortona example.

Most website audits are a long list with no priority, so nothing gets done. Here is why a diagnosis beats a report, and what to ask for instead.