A full academic year of real student messaging: 53.4 million messages across Text, Web Chat, and WhatsApp at 411 colleges and universities. Not surveys. Not projections. What students and staff actually did.
Get the 2026 Benchmark ReportFrom 286 students per advisor to 1,000 applications per admissions officer to 25,000 alumni per engagement staffer.
A question roughly doubles or triples reply rates, no exceptions. Smart Messages lift replies 2.3x to 4.1x, depending on the team.
Enrollment yield, campus visits, and FAFSA completion all climb sharply as conversation volume rises, across 304,913 students.
Mental Health, Technical, Financial, and Academics carry the highest unresolved rates in the dataset, up to 15.2%.
22.7% of all inbound student messages arrive outside business hours, and Web Chat self-service already keeps up in many of those hours.
“Your team didn’t fail. The math never worked.”
The hours students reach out have never matched the hours staff can answer, and no institution can hire its way across that gap. This report shows what the data says instead.
Caseloads, message timing, unresolved topics, and outcomes, benchmarked across Enrollment, Student Success, and Advancement at 411 colleges and universities.
Download the 2026 Benchmark Report