Site index for AI agents: /llms.txt. Documentation pages under /docs are also served as markdown at the same URL plus .md (e.g. /docs/geo-audit.md) or via an Accept: text/markdown request.

Guides for getting named and cited in AI answers

One question per guide, answered in the first paragraph, with the method for measuring whether the answer changed.

Published September 3, 2026

Diagnose

Why the answer names someone else, and what the engine read.

Why ChatGPT names a competitor on a buying question

A buyer's question in ChatGPT keeps returning someone else, and you want to know why before you rewrite anything.

How to get the work cited, not just the brand name

Ask an engine about your company and you are cited; ask it about the problem you solve and you vanish.

Measure

Count named and cited on the same prompts, on a fixed cadence.

Named vs cited in ChatGPT and Perplexity

Someone says "we got cited" or "we got mentioned" and you need to know which, and whether it matters.

How to measure whether ChatGPT mentions your brand

You have been asked "are we showing up in ChatGPT" and want a method that produces the same number next week.

How to see if Google AI Overviews include your brand

You want to know which of your pages Google is already showing inside AI Overviews and AI Mode, and which buying questions still leave you out.

Fix the page

Pick the URL, fix what it says first, replace what is stale.

What to do when an AI engine cites a dead or outdated page

Perplexity or ChatGPT keeps linking a page you deleted, moved, or have not touched in a year.

How to choose the page an AI engine will quote

You know which prompt you want to win and need to decide which single URL to put the work into.

What ChatGPT Instant reads first on a page

Your page is retrievable and still never quoted, and you suspect the model is not seeing what you wrote.

Report

Put it in front of leadership and analytics in a form they can forward.

How to brief leadership on AI search visibility

You have to explain to a CMO, CEO or board why AI answers matter and what you are going to do about it, in one page.

Why AI search visits look empty in analytics

Your analytics shows a handful of visits from chatgpt.com or perplexity.ai and someone has concluded AI search is not worth the effort.

Category questions such as “best GEO tools” are not answered here. Comparison pages live under /compare. The measurement rules behind every count on these pages are on /research.

Start with your own prompts, not ours.

Add the questions your buyers type and get named, cited and competitor named per prompt, per engine, every day. 14-day free trial, no card.

Start free trial Run the free audit