Insights

Ranking first on Google does not get you named by ChatGPT, because ChatGPT does not rank pages. It recalls brands from training and retrieves sources at answer time, and both reward signals that have little to do with your Google position.

Perplexity does not rank pages, it cites sources. Getting cited means being reachable, authoritative, answer-first and present where Perplexity actually looks, which the data says is not always where you would expect.

When ChatGPT names three brands and skips yours, it is not guessing. There is a mechanism behind it, built from training memory, retrieval and vector maths. Understand the mechanism and the whole game stops feeling random.

Your robots.txt might look fine and you could still be invisible to AI. The bots that cite you are often blocked lower down, by your host, your firewall or your JavaScript, where no standard SEO check ever looks.

Everyone keeps telling you to add an llms.txt file. Almost no one tells you the data: most are never read. Here is what llms.txt actually does, what it does not, and when shipping one is still worth it.

Most robots.txt files are written to keep crawlers out. To win AI citations, yours needs to do the opposite: let the right AI search crawlers in, point them to your content, and get out of their way.

OpenAI runs more than one crawler, and treating them the same is how businesses vanish from ChatGPT. Here is the difference between GPTBot and OAI-SearchBot, and the exact robots.txt that opts you out of training while keeping your citations.

Block the wrong bot and you vanish from AI answers. Allow everything and you hand your content to models for free. Here is how to decide, crawler by crawler, in 2026.

When ChatGPT keeps naming your rival and never you, it is not luck and it is not more blog posts. Here is what actually drives AI citations, and how to close the gap.

You do not need a paid tool to find out how AI search sees your business. This is the exact seven-step audit you can run yourself, repeat every month, and act on.

Rankings tell you where a page sits. Citation share of voice tells you whether AI is choosing you or a competitor. Here is what the metric is, how to calculate it, and how to grow it.

When ChatGPT quotes the wrong hours, an old address or a service you dropped years ago, it is not random. Here is why AI gets your business facts wrong, and the exact way to correct it.

You do not need an agency or a paid tool to find out how you look in AI answers. Here is a simple, repeatable way to audit your own AI visibility with nothing but a list of prompts and a spreadsheet.

Being nowhere in AI results feels random, but it almost never is. Here are the seven real reasons your brand is missing from AI answers, and the fix for each, so you can stop guessing and start appearing.

If AI has never heard of your business, it can never recommend you. Here is how to check what ChatGPT actually knows about your brand in ten minutes, and what to do if the answer is nothing.