Local matters more than most institutions admit. Nearly half of transfer students enroll within 50 miles of home, and community college demand is almost entirely commuter-radius. That is why a map pack sits above every organic result for colleges near me, and why a regional campus can outrank a national brand for the searches that actually convert. Adult learners and degree completers search this way too, usually on a phone at night.

Category choice matters more here than most fields. Pick College or University rather than the vaguer Educational Institution, then give the admissions office, library and athletic facility their own listings where each has a public front door. Load real photos of classrooms, residence halls and labs, publish genuine term dates and admissions hours, and pre-answer what decides a visit: parking, whether tours run at weekends, deadlines, and who handles transfer credit.

Higher ed runs on a citation layer nobody outside the sector knows about. Google’s college panel is built from what you reported to IPEDS, not from your website, so a stale enrollment figure there propagates everywhere. Beyond that sit Niche, U.S. News, BigFuture, Peterson’s, College Scorecard, CHEA’s accreditation database and your programmatic accreditors: AACSB, ABET, CCNE. All of them need the identical legal name, campus address and admissions phone, because AI answers are assembled from exactly these sources.