AI Visibility

Your Website Says the Right Thing. AI Still Gives Your Competitor the Credit.

August 10, 2026 AI Visibility Answer Engine Optimization GEO

This piece is for business owners who have the right information on their site but still get skipped when AI tools answer questions in their space, explaining why that happens and what actually fixes it.

A Reddit thread I came across recently described something specific enough to be useful: an AI recommended a competitor to someone's client, using a sentence copied almost word for word off the client's own website. The client had the right information published. The AI just gave the credit to someone else.

You will see people call this a "GEO problem" or an "AEO problem," short for generative engine optimization and answer engine optimization. I am not going to spend this post drawing a hard line between those two terms, because in practice I do not either. What I actually work on with clients is simpler to say out loud: is AI mentioning your business accurately, and if not, why not. I call that AI visibility, and I break the work into three steps: the AI Visibility Check to find out where you stand, the AI Visibility Fix to close the specific gaps, and AI Visibility Growth to keep it working as things change.

Here is what was actually happening in that thread. The information was in the right place. It just was not written the way an AI model likes to pull answers from. AI tools tend to lift whichever version of an answer is clearest and easiest to grab, sentence by sentence. If your answer is buried in the middle of a paragraph, or wrapped in three sentences of setup before you get to the point, and a competitor states the same fact in one clean sentence, the AI often grabs theirs.

The information was in the right place. It just was not written the way AI likes to pull an answer.

Most FAQ sections make this mistake without meaning to. They answer the question, technically, but hedge first, qualify twice, and bury the actual point behind a paragraph of throat-clearing. An AI model does not wait around for that. It takes the version that says the thing plainly.

The fix is not complicated, even if it takes real work to do across a whole site. Every important question your customers ask should have a direct, one or two sentence answer sitting right at the top of the relevant page, before any of the supporting explanation. Say the thing first. Explain it after.

If you want to know exactly where your business stands on this right now, the AI Visibility Check will tell you.

Frequently asked questions

Why did AI recommend my competitor using information from my own website?

This usually happens when your information is correct but not written clearly enough for AI to grab and use directly. If a competitor states the same fact in a shorter, cleaner sentence, AI tools often use theirs instead of yours, even when yours came first or is more accurate.

What is the difference between GEO, AEO, and SEO?

People use these terms to describe slightly different parts of the same problem: whether AI recommends your business correctly. Carol Roderick, PhD does not treat them as separate services. She works on the whole question of AI visibility, not one narrow slice of it.

How do I fix this on my own website?

Rewrite the answer to each important question as one direct, plain sentence near the top of the page, before any explanation or backstory. FAQ sections are one of the easiest places to start.

What does Carol Roderick actually offer for this?

Carol Roderick, PhD works in three steps: the AI Visibility Check to find out where a business stands, the AI Visibility Fix to close the specific gaps that check finds, and AI Visibility Growth to keep results current as AI tools and competitors change.

Is this the same as SEO?

No. Traditional SEO ranks a page in a list of links a person clicks through themselves. This is about whether an AI tool picks your business, by name, inside an answer it generates for someone else.

Carol Roderick, PhD is an AI adoption consultant for expertise-led professionals, including consultants, coaches, and lawyers, across North America. Connect on LinkedIn or visit carolroderick.ca. Anchor: Reddit thread on AI recommending a competitor over a business using near-identical wording pulled from the business's own site, sourced from ICA Voice of Customer research.