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How Cost and Confidence Influence Skilled Path Enrollment in 2026
Finding schools is only the first step. Our survey shows that once families begin comparing options, they quickly shift from discovery to evaluation. At that stage, students and parents are not asking the same questions. They are both trying to make the right choice, but they use different filters to get there.
Understanding AI Hallucinations in Enrollment Marketing
Parents and students are not only motivated by different values they search differently. Parents are pragmatic searchers, relying on search engines, ranking sites, ROI calculators, and institutional pages. Students pay the most attention to social media, particularly TikTok, YouTube, and Instagram; after social media they notice email and college fairs.
AI in Action: Building Smarter Content Workflows
Parents and students are not only motivated by different values they search differently. Parents are pragmatic searchers, relying on search engines, ranking sites, ROI calculators, and institutional pages. Students pay the most attention to social media, particularly TikTok, YouTube, and Instagram; after social media they notice email and college fairs.
The Barriers Graduate Learners Weigh Before Enrolling
Finding schools is only the first step. Our survey shows that once families begin comparing options, they quickly shift from discovery to evaluation. At that stage, students and parents are not asking the same questions. They are both trying to make the right choice, but they use different filters to get there.
Skilled Path Learners Start with Search
Finding schools is only the first step. Our survey shows that once families begin comparing options, they quickly shift from discovery to evaluation. At that stage, students and parents are not asking the same questions. They are both trying to make the right choice, but they use different filters to get there.
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Finding schools is only the first step. Our survey shows that once families begin comparing options, they quickly shift from discovery to evaluation. At that stage, students and parents are not asking the same questions. They are both trying to make the right choice, but they use different filters to get there.

