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Search AI and Higher Ed: A Guide for Web Teams

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The Impact of Search AI on Higher Education: A Guide for Web Teams

The way prospective students, faculty, and the public find information is evolving fast. We're leaving behind the era of keyword-based search and entering a conversational, intent-driven world powered by AI. For higher ed web teams, this shift changes how your institution shows up for the people who matter because understanding what's changing and taking a few focused steps now will help you stay visible, useful, and trusted. 

Let’s explore how search AI changes web strategy for colleges and universities, what it means for your site, and practical steps your team can take to get ahead. Therefore, it's essential to grasp the concept of search AI and its implications.

What is Search AI, and why is it Important?

Search AI uses technologies like natural language processing and machine learning to figure out what people really mean when they ask a question. Rather than simply matching keywords, search AI attempts to understand intent, context, and nuance and then delivers direct, personalized answers, often in rich formats like featured snippets, panels, or conversational responses. 

For higher education, the path to finding isn't about navigating menus, but about asking questions like "What are the application deadlines for undergraduate engineering programs with available scholarships?" AI is going to try to answer that question directly, but if your content isn't clear, current, and structured to be understood, you risk being invisible, even if your website is technically "there."

How Search AI Changes the User Experience

AI elevates expectations, and people want fast, accurate, context-aware answers, which manifests in various ways, including personalized and contextual results, because search AI customizes results by location, behavior, and intent. For instance, someone searching "campus tour dates" should see the nearest campus and the next available date. Moreover, the rise of voice search, facilitated by smart speakers and mobile assistants, has made voice search a part of everyday life, and people ask full questions out loud, so if your content answers conversational questions directly and clearly, you're much more likely to be featured as the spoken response.

Search engines are answering more and more questions on the results page itself, such as admissions phone numbers, event dates, and deadlines, without a click, and while that may impact traffic, being the verified source for those answers is a boon to your authority and trust, because you want to be the name behind the answer box. To adapt to these changes, higher ed web teams can take several steps, including optimizing content for questions and intent, leveraging the power of structured data, focusing on accessibility and mobile-first design, and building topical authority, because these actions will help you stay ahead in the AI era.

Steps for Higher Ed Web Teams

Adapting to search AI doesn't require a complete digital strategy overhaul. Instead, it involves refining your content, structure, and technical SEO approach. Here are practical steps your web team can take.

1. Optimize content for questions and intent

Shift your content strategy from being keyword-centric to being user-intent-focused. Consider your audiences' questions and create explicit, concise content that directly answers them.

  • Create comprehensive FAQ pages: Develop detailed FAQ sections for key areas like admissions, financial aid, specific departments, and student life. Structure each question as a heading (H2 or H3) with a direct answer below it. This format is easily digestible for both users and AI crawlers.
  • Use natural language: Write content that sounds human. Incorporate long-tail keywords that mimic how people actually speak and ask questions. For example, instead of just a "business degree," create content around the question, "What can I do with an undergraduate degree in business administration?"
  • Keep information updated: Ensure critical information like tuition fees, application deadlines, and contact details are always accurate. Search AI prioritizes fresh and reliable content.
  • Remove outdated content. As Adam Heidebrink-Bruno from Finger Lakes Community College highlighted during his Digital Collegium presentation, AI search doesn’t respect page depth. Just because an old page is buried several clicks down doesn’t mean it’s invisible. AI crawlers can still surface outdated program details or expired admissions information and present it as current. Conduct regular content audits and retire obsolete pages to avoid confusing search AI and your audience.

2. Use the power of structured data

Structured data, or schema markup, is code you add to your website to help search engines understand your content more effectively. It’s like adding labels to your information, telling Google, "This is an event," "This is a course," or "This is a university."

  • Implement key schema types: Essential schema types for higher education include College or University, Course, Event, and FAQ Page. This markup helps your content appear in rich results, such as event carousels or interactive FAQ dropdowns.
  • Standardize program and course information: Work with academic departments to create a consistent structure for course catalogs and program pages. Using schema markup here can make your offerings more discoverable for students searching for specific fields of study.

3. Prioritize accessibility and mobile-first design

A seamless user experience is a major ranking factor for modern search engines. Since many AI-driven searches originate from mobile devices, a mobile-first approach is a must. Adam also shared a personal reminder of how real users experience AI search: he asked ChatGPT for gardening advice while outdoors, wearing gloves, and using only his phone. It’s a perfect metaphor for how your audience interacts with your site: quickly, casually, and often on a mobile device. Test your search and content experience the same way students or parents will: from a phone, not a desktop.

  • Ensure mobile responsiveness: Your website must be easy to navigate and read on any screen size. Test pages on various devices to ensure buttons are tappable, text is legible, and navigation is intuitive.
  • Improve page speed: Users expect fast-loading pages. Use tools like Google's Page Speed Insights to identify and fix issues that slow down your site. A faster site improves user experience and is favored by search algorithms.
  • Follow accessibility guidelines: An accessible website is usable by everyone, including people with disabilities. Following Web Content Accessibility Guidelines (WCAG) broadens your audience and aligns with best practices that search AI rewards, such as logical page structure and descriptive alt text for images.

4. Build topical authority

Search AI favors websites that demonstrate deep expertise on specific subjects. Instead of having scattered pieces of information, aim to build comprehensive content hubs around your core academic strengths and institutional pillars.

  • Create pillar pages: Develop in-depth "pillar" pages for your most important programs or research areas. These pages should provide a broad overview and link to more specific "cluster" content, like faculty profiles, related news, and detailed course descriptions.
  • Publish original research and insights: Showcase your faculty and institution's unique knowledge. Publishing original research, white papers, and expert commentary positions your university as a thought leader, which search AI is designed to recognize and reward.

Wrap-up

The rise of search AI offers higher education institutions an opportunity to connect with their audiences more effectively than ever before. By delivering direct answers, personalized content, and a seamless user experience, you can meet the evolving expectations of a new generation of students and stakeholders. 

As Adam Heidebrink-Bruno reminded attendees at Digital Collegium, AI will elevate your best and worst content. Keeping your information clean, current, and mobile-ready ensures that what surfaces represents your institution at its best.

The key is to be proactive. Don't wait for your traffic to decline before taking action. Start by reviewing your content strategy, implementing structured data, and prioritizing a user-first web experience. By embracing these changes, your web team can ensure your institution keeps pace and becomes a leading digital voice in the age of AI.

To learn more about how Cascade CMS and Clive Web Personalization can help your institution reach more students than ever before, reach out to our team.

Last Updated: Oct 8, 2025 10:00 AM