PR and GEO: why AI tools mention some brands and ignore others

Seen-by.ai can show you whether AI tools recognise your brand and where you appear in AI-generated answers.

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Many organisations find that even with good content and strong SEO, their brand is rarely mentioned by tools like ChatGPT or Google AI Overviews. This is usually not a technical problem. It is a reputation problem.

This page explains the missing part of the picture, which is the role PR now plays in whether AI systems recognise and trust your brand.

AI tools rely on reputation, not just websites

When someone asks an AI a question, the system does not simply scan websites and pick one at random. It looks for sources it considers real, credible and recognised by others.

This judgement is shaped by what exists about your brand across the wider internet. In practice, that means how often and how well your organisation is mentioned in respected publications, quoted by journalists, referenced in industry material and discussed by others in your sector.

Your website

Helps AI systems understand what you say about yourself.

PR

Shapes what the rest of the world says about you.

AI tools give far more weight to the second

What PR changes in practical terms

PR affects AI visibility because it changes the external signals that AI systems rely on to judge credibility.

When your organisation appears regularly in relevant, trusted publications and your experts are quoted on the right topics, AI tools are more likely to recognise your brand as a legitimate source. Over time, this builds a clear association between your name and a specific area of expertise.

"AI tools repeat what trusted sources say about you. They do not repeat what you say about yourself."

It is not about how much coverage you get. It is about what people associate you with, and where those associations appear. That is what makes a brand visible to AI systems.

Why this is different from traditional PR campaigns

Much traditional PR focuses on short-term activity, such as launches, announcements or bursts of coverage. That can raise awareness, but it does not necessarily build lasting recognition of expertise.

PR that supports GEO is slower and more deliberate. It is about consistently placing expertise, shaping how your brand is described and ensuring your organisation becomes part of the ongoing conversation in your sector. Over time, this creates a reputation that AI systems can recognise and rely on.

This is closer to building authority than running campaigns.

Where tools end and strategy begins

Tools like Seen-by.ai are valuable because they show you what AI tools currently "see" and where you are invisible. They help diagnose the problem.

What tools cannot do is change how journalists, analysts and industry publications talk about you. They cannot position your experts, shape narratives or build third-party credibility. Those are human, strategic activities.

This is the gap between technical optimisation and real-world visibility.

"Treat AI systems like a new kind of institutional audience. They respond to your reputation, not your marketing copy."

Ruth Sparkes, MD of EMPRA

How PR and GEO work together

GEO tools help you understand how visible your brand is today. PR is how you change that picture over time.

When used together, you can:

See where you are not being recognised
Identify the topics you are not associated with
Use PR to build recognition in those areas
Track how your AI visibility improves as your reputation changes

This turns AI visibility from a mystery into something you can manage deliberately.

"If AI tools don't mention your brand, it is usually because no one credible is talking about you."

In summary

If your brand does not appear in AI answers, the issue is often not your website. It is that you are not yet recognised as a credible voice in your space.

Seen-by.ai shows you the gap.

PR is how that gap gets closed.

Check your AI visibility now
EMPRA

Seen-by.ai is built by EMPRA, a PR agency that specialises in building the kind of reputation that AI systems recognise. EMPRA works with organisations to secure sustained, relevant media coverage that strengthens third-party credibility and positions experts as trusted voices in their sector.

If you would like to explore how PR can improve your AI visibility, EMPRA can help.