A student who does not get the grades they wanted this August will not necessarily open Google first. Increasingly, they will open ChatGPT and type something closer to a conversation than a search: “I didn’t get the grades I wanted, what do I do now?”.
Every university has a plan for what happens when that student searches on Google. Almost none have a plan for what happens when an AI model answers that question on their behalf, and decides which universities are even worth mentioning.
Search isn’t the only way in
For twenty years, university marketing has built its results-day infrastructure around search. Bid on the right keywords, rank for the right terms, make sure the clearing landing page loads fast enough not to lose the click. That infrastructure still matters, but it was built for a world where a student typed three or four words into a box and read down a list of blue links. That is not what is happening inside ChatGPT, Perplexity or Google’s own AI overviews. A student asking one of these tools what to do next is not getting a list. They are getting an answer, already narrowed down to a handful of universities the model has decided are worth naming. Everyone else on the page, and every university that would have shown up further down a traditional search results page, simply does not exist in that conversation. There is no page two on an AI answer.
Prestige doesn’t decide who gets mentioned
This is not a hypothetical gap. We already track it through EduIndex, our AI visibility ranking for universities, and the results should worry anyone who assumes reputation is what gets you mentioned. Within the Eduindex table Portsmouth sits at number nine, in the same top ten as Oxford, Cambridge, Exeter and Loughborough and not because of prestige. Because of the technical work behind the scenes: how crawlable their site actually is, how clearly their content is structured, and whether the sources AI models trust, from Reddit threads to third party portals, mention them at all. A university can have a stronger traditional league table position, a bigger media budget and a more recognisable name, and still be invisible to the AI model a panicked student is asking for help. Visibility in an AI answer is not inherited from reputation. It is built, in the same deliberate way a search ranking is built, and a large swathes of the sector have not started building it yet.
Visibility is decided long before August
AI visibility work happens months before results day. Site structure does not get rebuilt in a week nor do trust signals from third party sources provide an immediate fix. By the time a student is typing into ChatGPT on the morning of results day, a university’s AI visibility is already fixed for the year, in exactly the same way a Google ranking would be. There is no results-week hot fix for a site that AI models cannot read properly, and no amount of Clearing-week media spend buys back a mention that was never going to happen. Some of this is simple to check, ask any of these AI chat tools the same question a stressed student would ask, and see which universities come back. Look at what referral traffic from ChatGPT or Perplexity actually looks like on results day itself, most universities have never pulled that report because the landscape is shifting quicker than traditional media agencies supporting Clearing efforts can keep up with
None of this replaces paid search or social. It sits alongside them, as a channel that behaves and is prepared for completely differently, months in advance rather than weeks. A university that has done the technical and trust-building work will already be one of the names an AI model offers up when a student asks what to do next. A university that has not done that work will not be in the running at all, however much it spends that week trying to be seen. The students most likely to ask an AI tool this question are exactly the ones a university most wants to reach on results day, uncertain, searching for reassurance, open to being told where to look. Right now, that entire moment is happening completely outside the media plan.
