How AI Platforms Discover Colleges & Universities: Our Latest Analysis Across Hundreds of Schools

Key Takeaways:

• 72% of recent college applicants used AI tools like ChatGPT and Gemini during their college search.
• Reddit accounts for 20–25% of the sources Gemini cites when answering questions about a specific school.
• ChatGPT draws ~85% of its citations from a school's own website; Gemini draws only ~50%, pulling the rest from Reddit, Niche, news, and review sites.
• Facebook has newly emerged as a source AI tools cite when answering questions about colleges.
• YouTube is rarely cited by AI tools, even Google's own Gemini, representing an open opportunity for schools willing to create specific, transactional video content.

OHO tracks AI visibility results using the real questions students ask tools like ChatGPT and Gemini during their college search using out AI Visibility Platform. Then, we analyze the sources each AI tool uses to build its answers. What we are finding changes how enrollment and marketing teams need to think about their work.

The short version: AI tools are helping the student decide whether or not to choose your school. In doing so, AI tools do not just read your website. They read everything. 

A lot of that everything is content you may have never thought to manage. Having completed over 1,000 AI Visibility Scorecard reports for hundreds of schools, this article details our latest findings when it comes to where AI chatbots are sourcing their information, how your university shows up in tools like ChatGPT, and how to improve your college’s AI search presence.

Finding 1: Facebook Is Now a Source

For the first time, we are seeing Facebook appear as a source in AI-generated answers about colleges. We had not seen this before and most schools simply aren’t set up to address the implications of these findings. We are still working out exactly which AI tools are pulling from Facebook and what types of posts they are using, but the direction is clear enough to act on now.

Here's a useful comparison: When LinkedIn shows up as an AI source, it is almost always pointing to public company pages or longer articles, not personal posts or private content. 

AI tools are likely pulling from Facebook’s public organization pages, public posts, and event listings, basically anything that does not require a login or explicit permission to access.

However, with Facebook, our early analysis shows that the content is coming from "third-party" content – not your school's profile. This could be a discussion group on college admissions, an on-campus event, or a post from a student.

What to do: At this point, we are recommending reviewing your main Facebook profiles and ensuring that they are up-to-date. 

Finding 2: Reddit Is Answering 20–25% of Questions About Your School

For many schools in our research, Reddit makes up roughly 20 to 25 percent of the sources Gemini uses when answering questions about that school.

Not 20 to 25 percent of social media sources. Twenty to 25 percent of everything.

This wasn’t particularly surprising to us, as Reddit has been increasing its share of the online public square for years now and is the defacto “realest” place in the internet (despite originality.ai’s findings that upwards of 15% of the site’s content is AI or bot-generated). When AI tools handle subjective prompts about campus life or reputation, Reddit tops the list of sources. One such analysis of ours returned 188 citations, more than any other third-party source.

This means Google and Gemini consider Reddit to be a trusted voice on things like student life, campus culture, how safe a school feels, and what the overall experience is really like. These are often the topics that make or break an enrollment decision.

Why is this significant? Reddit used to be something students leveraged later in their evaluation process. First, they built their list of schools. Then they visited each website. Then, a shortlist followed. Eventually, they went to Reddit to get the unfiltered view from actual students and alumni. AI has rearranged that order.

Now, when a student asks a big early question like "which schools are good for environmental science?" Gemini may cite Reddit threads as part of its answer. User comments about your campus feeling unsafe or your financial aid office being hard to reach can show up in the very first answer a student sees about your school, regardless of their initial query. Even if a student didn't ask about those things, AI may volunteer them.

While Reddit clearly impacts higher education enrollment, AI is not sophisticated enough to surface what’s immediately relevant to every query. Not yet, anyway. That could be a problem for your institution if you don’t have a Reddit strategy in place.

What to do: Start by watching. Find out which Reddit threads AI tools are actually citing about your school. Our AI visibility scorecard can help with this. Then, consider where you can honestly participate.

If someone on r/ApplyingToCollege asks when your application deadline is, someone from your team can reply, being sure to clearly identify themselves as a school representative, with the accurate answer and a link. That is helpful. That is appropriate.

What you should never do is create fake student accounts or make posts designed to look like they came from an independent student. That is dishonest, and if it is ever discovered, the damage will be far worse than whatever thread you were trying to fix.

The goal is not to control Reddit. The goal is to be a useful, honest voice in the conversations AI tools are reading.

Finding 3: The Hard Questions Are Now the First Questions

Findings 1 and 2 both point to the same big shift: late-stage student questions are now being answered at the very beginning of the search.

This is not because students are suddenly asking those questions earlier. It is because AI tools are surfacing those answers even when students did not ask for them. This bears repeating, 

AI is surfacing content related to your institution regardless of the initial question asked.

So, why on earth would AI do that? When a student types a broad question into an AI tool, that tool pulls from every source it can find; from Reddit threads about campus safety and news articles about past controversy to a review on a site you never knew existed. All of that gets woven into the answer, regardless of whether the student wanted those details or not.

Moreover, the sources AI tools actually cite are rarely just your website. More often, they include Niche, Reddit, College Scorecard, and content you have never even read.

This means a student can form a strong negative impression of your school before they ever visit your website, receive one of your emails, or speak to an admissions counselor. By the time they get to your carefully crafted program page, they may already have decided you are not worth considering.

What to do: Stop thinking only about what students find when they search for you directly. Start thinking about what AI tools serve up when students ask broad questions where your school might appear. Run those broad queries across ChatGPT, Gemini, Claude, and Perplexity. See what comes back. The reputation concerns that show up in those early answers, the ones AI is volunteering, are the ones you need to address first.

Finding 4: ChatGPT and Gemini Work Differently; Your Strategy Has to Follow Suit

One of the most practical things our research found is how different ChatGPT and Gemini are when it comes to sourcing information and forming their respective answers.

For ChatGPT, about 85 percent of what it cites comes from your school's own website. AI tools rely heavily on content from third-party sites, like college search platforms and Reddit, but ChatGPT places greater emphasis on the institution's own content when it is well-structured and accessible.

For Gemini, this isn’t the case. An institution’s own website accounts for only about half of the sources it cites. 

The rest comes from a wide mix of sources: college search aggregators, Reddit, review sites, news coverage, and other third-party content. Real people sharing real lived experiences are prioritized in subjective prompts, which is why Reddit and aggregator sites carry so much weight in Gemini specifically.

This means that even if you have a perfectly structured, well-optimized website, your presence on Gemini may be weak. That’s because Gemini is looking outward at the whole information ecosystem around your school, not just at what you publish on owned digital properties.

AI platforms evaluate source credibility based on topical authority, content accuracy, consistent signals, and structured data. A great website helps with all of those things but only for the portion of AI answers that come from your site.

What to do: Build structured marketing tracks based on how each AI tool functions.

For ChatGPT, the main job is making your website content easy for AI to find and use. This means clear program descriptions, outcome data, direct answers to common student questions, and appropriate schema markup.

For Gemini, you have to do all that and you need to pay attention to everything else. That includes your listings on Niche.com and College Scorecard, your media coverage, your Reddit presence, your reviews on third-party platforms. Claim those profiles. Update them. Make sure they say true, helpful things about your school.

Finding 5: YouTube Is Almost Never Cited and That Is an Opportunity

Here is a finding that surprises people for a different reason. YouTube is barely showing up as a source in our research — even in Gemini, which is owned by Google and has direct access to YouTube's content.

Most college videos were not made to answer questions. There is a substantial lack of valuable content for prospective students on YouTube, even as one of the most widely used platforms focused on the most widely consumed media type.

Think about what fills a typical university YouTube channel: sweeping campus tour footage, commencement highlights, student life montages, brand films. All of this can be beautiful, highly polished content. Even genuinely moving at times. However, when a student asks Gemini what the financial aid process is like at your school, none of the above serves up an appropriate answer.

Short-form video content, including AI-produced video, drives engagement but for AI tools to make the right connections, institutions need specific, transactional content that directly answers the questions students are actually asking.

What to do: Think of YouTube as a place to build a library of answers, more dynamic than an FAQ section and a place to tell prospective students a lot more than just your story. It’s easy enough to make a playlist of the most commonly asked questions for prospective students, and this helps show them you are there to guide them through an unfamiliar and intimidating process.

Keep in mind, the most useful videos for AI visibility are short, specific, and clearly labeled. For example:

• "How to Apply for Financial Aid at [School]"
• "What the Honors Program Admission Process Looks Like"
• "Average Class Size in the School of Engineering"

Each video should have a title that matches the question it answers, a full written description, a transcript, and ideally schema markup on the page where it lives.

Institutions that invest in content governance and entity-first content will punch above their weight class in terms of AI visibility. A small regional school with well-structured, accurate information can appear alongside flagship universities in AI-generated answers. The same is true on YouTube. Few schools are doing this well right now, which means the window to get ahead is still wide open.

What All Five Findings Have In Common

Each of these findings is about a different platform. But they all point to the same truth.

AI tools see your school the way the whole internet describes it.

Your Facebook page. The threads on Reddit. The video titles on your YouTube channel. Your listing on Niche.com. A news story from 2022. A review from a student who had a bad experience with the registrar. All of it goes into the answer an AI tool gives a prospective student and that happens before that student has had a single direct interaction with your institution.

Now is the time to act.

OHO's AI visibility scorecard is designed to show you exactly how your school looks right now across AI tools like ChatGPT and Gemini. Which sources are being used. Which questions are being answered accurately. Which concerns are being surfaced before a student ever reaches you. If you want to know what AI tools are saying about your school and what to do about it.

If you’re ready to get started addressing the new landscape for higher ed marketing and enrollment, reach out to OHO today for your free AI Visibility scorecard review.