Thunderdome B2B SaaS AI Visibility Index

← Higher Education SIS ranking

Brand report · September 2026

Anthology Student Anthology Student: AI Visibility Report

anthology.com ↗

When buyers ask ChatGPT, Claude, and Gemini about higher education sis, Anthology Student ranks #1 of 15, a Visibility Score of 48 in Higher Education SIS .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Anthology Student

Fourth in its only race, with a crowded podium ahead.

Where it wins. Anthology Student lands in 48% of Higher Education SIS conversations, a solid floor that keeps it in serious consideration. That mention rate puts it ahead of most of the 15 competitors measured.

Where it loses. A 4% first-pick rate means the AI models consistently route buyers toward Workday Student and the Ellucian products before landing here, and the brand is entirely absent from Enterprise pick prompts, where procurement decisions often start.

AI-generated analysis of the September 2026 measurements.

Higher Education SIS · #1 of 15

48 / 100 first snapshot (September 2026)
69%
mention rate (72 answers)
4
avg. position
6%
first pick
11%
share of voice
First snapshot: September 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
58
Claude
30
Gemini
55

One of the index's bigger model splits: see where the models disagree →

How the models portray Anthology Student

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

32% 42% 26%
endorsed · 95% band 21–46% listed caveated graded across 50 mentions in Higher Education SIS answers
Prompt themes Anthology Student would want to own

Share of each theme's answers that mention Anthology Student. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Use-case fit
9/9 · #1×1
Budget & alternatives
8/9 · #1×3

Gaps Enterprise pick

Most co-mentioned competitors

Share of Anthology Student's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Jenzabar
90%
Workday Student
76%
Ellucian Banner
56%
Ellucian Colleague
52%
Populi
50%
Oracle PeopleSoft Campus Solutions
30%

Head-to-head: Anthology Student vs Workday Student

Scores are measured from real AI answers, refreshed monthly. Methodology.

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