GEO AUDIT · BRAND-ONLY

University of Michigan.

A look at how University of Michigan is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Siteumich.edu

Where we lookedGoogle AI Overviews, US

Questions tested39 brand, category, and competitor queries

PreparedAugust 28, 2026 · by AUQ

AI Visibility Score

out of 100. Low band. University of Michigan is cited in 3 of 39 AI answers. It shows up on University Of Michigan. It is absent on Public Research University, Undergraduate Admissions, Graduate Programs.

Verified AI Overview citations

University of Michigan's brand is cited in 3 of the 39 AI-answer queries we tested.

AI answer trigger rate

100%

Google's AI answer box fires on 39 of 39 tracked queries.

Citation rate when AI answers

Share of AI-answer queries where the brand is actually quoted.

EXECUTIVE SUMMARY

University of Michigan scores 26 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

University of Michigan is cited in 3 of 39 AI answers. It shows up on University Of Michigan. It is absent on Public Research University, Undergraduate Admissions, Graduate Programs.

AI answers fire on 100% of tracked queries, yet University of Michigan is quoted in only 8% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score

Low band

BarelyLowCompetitiveDominant

What's in the score

How often AI answers appear100 / 100
Inclusion in category answers26 / 100
Quality of placement when cited50 / 100
How AI describes the brand67 / 100
Topic coverage breadth17 / 100
Your pages being quoted8 / 100

IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Public Research University

University of Michigan positions itself around public research university, undergraduate admissions, graduate programs, university research, online degree programs.umich.edu, 2026

Differentiators it leads with: Public Research University, Undergraduate Admissions, Graduate Programs, University Research.

What Google's AI says

Recognized in AI answers for University Of Michigan

Cited as a provider on University Of Michigan queries.

Appears alongside YouTube, U.S. News & World Report, Research.com.

The core gap

University of Michigan presents as public research university, undergraduate admissions, graduate programs, university research, online degree programs. AI Overviews cite it on University Of Michigan and it is absent on Public Research University, Undergraduate Admissions, Graduate Programs.

Words AI uses for the brand

University Of Michigan

The brand's own pillars that AI omits

Public Research UniversityUndergraduate AdmissionsGraduate ProgramsCited source on vendor and comparison queries

CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

Topic	Presence in AI answers	Buyer intent
University Of Michigan	Owned	comparison
Public Research University	Invisible	positioning
Undergraduate Admissions	Invisible	positioning
Graduate Programs	Invisible	positioning
University Research	Invisible	positioning
Online Degree Programs	Invisible	positioning

Buyer-journey coverage

Problem Aware. overview queries: University of Michigan appears on 1 of 6 themes.

Solution Aware. Owned on University Of Michigan; absent on Public Research University, Undergraduate Admissions, Graduate Programs.

Alternatives. 7 themes name the brand without citing it; 29 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords

Brand, category, and comparison queries analyzed.

AI answers fired

100% of tracked queries trigger an AI Overview.

Times brand cited

8% citation rate when AI answers.

Total brand mentions

Across all observed AI responses.

QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means University of Michigan's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

Query	Type	University of Michigan in the AI answer	Top sources cited
best public research university	Positioning	Named, not cited
public research university vendors	Positioning	Absent
public research university solutions	Positioning	Absent
public research university software	Positioning	Absent
public research university platform	Positioning	Absent
top public research university providers	Positioning	Named, not cited
public research university comparison	Positioning	Named, not cited
best undergraduate admissions	Positioning	Absent
undergraduate admissions vendors	Positioning	Absent
undergraduate admissions solutions	Positioning	Absent
undergraduate admissions software	Positioning	Absent
undergraduate admissions platform	Positioning	Absent
top undergraduate admissions providers	Positioning	Absent
undergraduate admissions comparison	Positioning	Absent
best graduate programs	Positioning	Named, not cited
graduate programs vendors	Positioning	Absent
graduate programs solutions	Positioning	Cited
graduate programs software	Positioning	Absent
graduate programs platform	Positioning	Absent
top graduate programs providers	Positioning	Absent
graduate programs comparison	Positioning	Absent
best university research	Positioning	Named, not cited
university research vendors	Positioning	Absent
university research solutions	Positioning	Absent
university research software	Positioning	Absent
university research platform	Positioning	Absent
top university research providers	Positioning	Named, not cited
university research comparison	Positioning	Absent
best online degree programs	Positioning	Absent
online degree programs vendors	Positioning	Absent
online degree programs solutions	Positioning	Absent
online degree programs software	Positioning	Absent
online degree programs platform	Positioning	Absent	asuonline.asu.edu, coursera.org, distancelearningportal.com
top online degree programs providers	Positioning	Absent
online degree programs comparison	Positioning	Absent
alternatives to University of Michigan	Comparison	Cited
University of Michigan vs Ohio State University	Comparison	Absent	support.google.com
University of Michigan vs University of Wisconsin	Comparison	Cited	support.google.com
University of Michigan vs Michigan State University	Comparison	Named, not cited	support.google.com

THREE FINDINGS THAT MATTER

The brand is missing from 92% of AI-answer queries

University of Michigan is cited in 3 of the 39 AI answers we triggered.

AI misreads the category

TOP THREE MOVES

Win presence on Public Research University

Impact high · effort medium · 30 to 60 days

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI cites	Pages	Context
YouTube	20	Cited on 20 of the queries we tested.
U.S. News & World Report	16	Cited on 16 of the queries we tested.
Research.com	8	Cited on 8 of the queries we tested.
Reddit	7	Cited on 7 of the queries we tested.
University of California	6	Cited on 6 of the queries we tested.
Arizona State University (ASU)	6	Cited on 6 of the queries we tested.
BestColleges	6	Cited on 6 of the queries we tested.
Coursera	6	Cited on 6 of the queries we tested.
Quora	5	Cited on 5 of the queries we tested.
Facebook	5	Cited on 5 of the queries we tested.

Reading

Independent listicles, communities, and rival explainers win the citations University of Michigan is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.

AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of University of Michigan on the queries where it is absent. Observed, not chosen.

Peer	How AI frames it
YouTube	Cited on 20 of the tested queries.
U.S. News & World Report	Cited on 16 of the tested queries.
Research.com	Cited on 8 of the tested queries.
Reddit	Cited on 7 of the tested queries.
University of California	Cited on 6 of the tested queries.
Arizona State University (ASU)	Cited on 6 of the tested queries.
BestColleges	Cited on 6 of the tested queries.
Coursera	Cited on 6 of the tested queries.

Key observation

YouTube is the most-cited source across the queries University of Michigan is missing.

90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1 · Days 1 to 30

Publish solution and comparison pages for Public Research University, Undergraduate Admissions, Graduate Programs.
Build linkable comparison assets so AI Overviews can cite the brand's own domain.

Month 2 · Days 31 to 60

Earn placement in third-party best-of listicles and review sites the AI cites.
Seed community and review presence where AI Overviews pull trust signals.

Month 3 · Days 61 to 90

Expand owned comparison content across decision-stage queries.
Re-audit to confirm invisible themes move to cited and track citation share.