Universities Teach Innovation. Their Websites Teach Search Engines Nothing.

Education · 375 sites audited · March 22, 2026

AISO Score

AEO

SEO

Readability

Engagement

The State of Higher Education Websites

A high school senior asks ChatGPT: "Best colleges for marine biology with research opportunities." Your university has an excellent program. But your department page is buried six clicks deep with no structured data. Across 375 higher education sites, the average AISO score is 57/100. SEO averages 87. AEO hits 44.

Engagement scores 49 and readability sits at 56. A total of 22% fall below 50. Universities produce world-class content. Their websites often bury it under layers of navigation and committee-approved copy.

Schema markup is missing from 61% of higher education sites. Without structured data about programs, admissions, and outcomes, AI cannot recommend your institution for relevant student queries.

Why This Matters for Higher Education

Higher education is defined as post-secondary education provided by colleges, universities, and professional schools, leading to degrees and professional certifications. Student recruitment is increasingly digital. AI tools are now part of how prospective students research schools.

When a student asks AI for program recommendations, it reads program descriptions, admissions data, outcomes, and campus information. Universities with clear, structured content get recommended. Those with bureaucratic navigation and committee jargon do not.

Program outcome data refers to measurable results of an educational program, including graduation rates, employment rates, average starting salaries, and research output. AI engines use outcome data to evaluate and compare institutions.

Universities that structure program and outcome data for AI will win the next generation of student recruitment.

Key Findings

22%

Score Below 50

61%

No Schema Markup

29%

No Open Graph Tags

44/100

Avg AI Engine Score

Key Takeaways

•
Program pages are buried under complex navigation that AI and prospective students struggle to find.
•
Outcome data is hidden in PDFs or institutional research pages instead of program pages.
•
Schema markup is absent keeping programs out of AI-powered college search results.
•
Admissions information is scattered across multiple pages with inconsistent formatting.
•
Readability is poor with academic and administrative language replacing student-friendly content.
•
Accessibility is surprisingly weak despite legal requirements for educational institutions.

Common Mistakes in Higher Education Websites

Deep navigation hierarchies — Program pages should be reachable in two clicks, not six.
No outcome data on program pages — Graduation rates, job placement, and salary data should be on each department page.
Missing EducationalOrganization schema — Without structured data, AI cannot parse your programs and compare them.
Committee-written content — Admissions copy needs to speak to 17-year-olds, not tenure committees.
Scattered admissions info — Deadlines, requirements, and costs should be on one clear page per program level.

How to Improve Your Higher Education Website

Add EducationalOrganization and Course schema. Include program names, degree types, duration, costs, and outcome data.
Put outcome data on every program page. Show graduation rates, employment rates, and average starting salaries.
Flatten your navigation. Make every academic program reachable within two clicks from the homepage.
Rewrite admissions content for students. Use plain language. Answer the questions students actually ask.
Build FAQ sections for prospective students. Cover application process, financial aid, campus life, and career outcomes.

Dimension Breakdown

AI Engine (AEO) (30%)

SEO (20%)

Readability (25%)

Engagement (25%)

Score Distribution

AISO Score Ranges

0-9

10-19

20-29

30-39

40-49

50-59

124

60-69

142

70-79

80-89

90-99

Grade Distribution

1 (0%)

25 (7%)

142 (38%)

124 (33%)

83 (22%)

Frequently Asked Questions

What is an AISO score?

An AISO score is defined as a 0-to-100 website quality rating combining SEO, readability, engagement, AEO, and accessibility into one metric.

What is AEO?

AEO refers to Answer Engine Optimization, the practice of formatting content so AI college search tools can find and recommend your programs.

Why do universities need AI optimization?

Students use AI tools to compare colleges and programs. Institutions with structured program data, outcomes, and clear admissions content get recommended.

What schema should universities use?

Use EducationalOrganization schema with accreditation and location. Add Course schema for each program with duration, cost, and outcomes.

How do AI engines compare colleges?

AI reads program details, outcome data, admissions requirements, and cost information. Buried or missing content means your institution gets overlooked.

Should universities show outcome data on their website?

Yes. Graduation rates, job placement data, and salary information on program pages help students and AI evaluate your institution.

What accessibility issues affect university websites?

Complex navigation without landmarks, PDF syllabi without accessible formatting, and online application forms without proper labels.

How often should university websites be updated?

Update admissions data annually. Refresh program pages when curricula change. Post outcome data after each graduation cycle.

All 375 Audited Sites

Domains are partially blurred. Scores range from 0 to 100.

#	Domain	AISO	Grade	AEO	SEO	Read.	Eng.
1	pho****.edu	81	A	65	99	97	68
2	bl**.collegevine.com	78	B	75	100	76	64
3	east*****.edu	77	B	83	97	67	62
4	ber*****.edu	75	B	66	99	80	62
5	un**.edu	75	B	74	98	80	54
6	u**.edu	74	B	58	97	84	63
7	hus***.edu	73	B	63	82	87	64
8	cam***.snhu.edu	73	B	58	95	86	62
9	den****.edu	73	B	48	100	86	69
10	et***.edu	73	B	52	94	88	67
11	uc**.edu	73	B	71	97	83	46
12	evan******.edu	72	B	66	84	84	57
13	was*****.edu	72	B	58	97	73	68
14	n**.edu	72	B	70	77	75	67
15	w**.edu	72	B	48	99	93	59
16	uta*****.edu	72	B	58	92	95	49
17	georgi*********.edu	71	B	52	100	75	66
18	um**.edu	71	B	61	98	86	48
19	wm***.edu	71	B	58	95	87	52
20	uno****.edu	71	B	50	91	80	70
21	midd******.edu	71	B	65	70	85	66
22	visit*******.org	71	B	65	95	68	62
23	bestc*******.com	71	B	68	100	66	57
24	centra**********.edu	70	B	61	99	80	47
25	se**.edu	70	B	71	99	79	37
26	ply*****.edu	70	B	63	77	78	64
27	g**.edu	69	C	60	91	79	52
28	u**.edu	69	C	48	97	73	67
29	um**.edu	69	C	61	100	50	71
30	merr*****.edu	69	C	48	100	85	55
31	u**.edu	69	C	52	89	84	60
32	tem***.edu	69	C	58	85	76	64
33	u**.edu	68	C	42	99	78	66
34	g**.edu	68	C	63	100	43	74
35	n**.edu	68	C	71	99	62	47
36	brid******.edu	68	C	66	100	61	51
37	mn**.edu	68	C	63	97	76	42
38	ham****.edu	68	C	58	99	76	47
39	m**.edu	68	C	50	97	86	47
40	umo*****.edu	68	C	66	72	89	47
41	pa**.edu	68	C	58	85	78	57
42	will******.edu	68	C	40	100	89	54
43	muhl******.edu	68	C	61	91	72	52
44	s**.edu	68	C	40	95	83	64
45	uw**.edu	68	C	66	70	78	57
46	ww**.trinitydc.edu	68	C	61	100	48	69
47	ast***.edu	67	C	56	85	75	58
48	i**.edu	67	C	48	100	68	62
49	u**.edu	67	C	53	79	92	50
50	emm*****.edu	67	C	50	97	80	52
51	u**.edu	67	C	63	98	70	45
52	um***.edu	67	C	38	99	82	61
53	o**.edu	67	C	58	95	78	45
54	osuc*******.edu	67	C	66	79	81	45
55	ta**.edu	67	C	52	99	80	47
56	vermo*******.edu	67	C	52	87	74	63
57	rad****.edu	67	C	71	85	75	40
58	uw**.edu	67	C	48	99	69	64
59	ari****.edu	66	C	66	93	63	46
60	h**.edu	66	C	36	99	79	62
61	univer***********.indianapolis.iu.edu	66	C	48	97	71	57
62	ui***.edu	66	C	48	91	87	45
63	loui*****.edu	66	C	38	98	84	55
64	misso********.edu	66	C	52	85	84	49
65	mary*****.edu	66	C	42	95	85	53
66	alle*****.edu	66	C	63	82	77	45
67	nort******.edu	66	C	63	87	61	59
68	g**.edu	65	C	48	89	79	53
69	i**.edu	65	C	61	83	81	38
70	i**.edu	65	C	42	92	71	64
71	gri*****.edu	65	C	48	95	85	42
72	ky**.edu	65	C	50	83	72	60
73	mis*****.edu	65	C	56	70	83	52
74	um**.edu	65	C	42	93	70	65
75	car****.edu	65	C	40	100	84	46
76	wash******.edu	65	C	40	98	76	59
77	edg*****.edu	65	C	51	87	78	53
78	app***.com	64	C	61	87	63	50
79	u**.edu	64	C	50	80	80	51
80	u**.edu	64	C	40	88	66	72
81	colora*********.edu	64	C	40	89	90	47
82	wc**.edu	64	C	38	98	70	62
83	prince*********.com	64	C	48	98	80	40
84	vi**.edu	64	C	55	85	72	51
85	k-s****.edu	64	C	58	95	62	48
86	fh**.edu	64	C	48	85	77	53
87	w**.edu	64	C	52	98	78	39
88	up***.edu	64	C	30	100	77	62
89	south*******.edu	64	C	40	97	81	48
90	lin*****.edu	64	C	40	98	70	60
91	m**.edu	64	C	52	85	79	47
92	u**.edu	64	C	40	83	80	60
93	un**.edu	64	C	40	92	78	58
94	colle********.com	64	C	40	87	76	64
95	buf****.edu	64	C	48	95	57	64
96	sa***.edu	64	C	66	88	62	44
97	v**.edu	64	C	58	89	77	40
98	bry***.edu	64	C	75	84	60	38
99	e**.edu	63	C	52	85	62	60
100	k**.edu	63	C	48	91	74	47
101	k**.edu	63	C	40	98	72	53
102	tu***.edu	63	C	58	79	84	35
103	simmon**********.edu	63	C	62	88	55	51
104	u**.edu	63	C	42	100	56	66
105	u**.edu	63	C	40	100	79	45
106	mon*****.edu	63	C	52	77	76	51
107	ke**.edu	63	C	30	97	88	51
108	u**.edu	63	C	25	98	100	43
109	pi**.edu	63	C	64	81	80	30
110	commo********.edu	63	C	30	97	76	64
111	u**.edu	63	C	40	97	82	44
112	d**.edu	63	C	71	89	47	48
113	u**.edu	63	C	51	94	81	35
114	con****.edu	63	C	38	91	82	50
115	uw**.edu	63	C	58	85	73	40
116	fau*****.edu	62	C	50	99	58	52
117	ua**.edu	62	C	78	98	10	66
118	fg**.edu	62	C	42	77	84	52
119	sm***.edu	62	C	42	98	78	43
120	m**.edu	62	C	40	97	74	47
121	nwmi******.edu	62	C	45	94	52	67
122	crei*****.edu	62	C	48	100	58	51
123	neva*******.edu	62	C	30	99	77	55
124	bro*****.edu	62	C	30	91	89	52
125	new*****.edu	62	C	55	94	50	55
126	u**.edu	62	C	30	100	75	55
127	d**.edu	62	C	61	85	66	40
128	sea*****.edu	62	C	60	84	63	45
129	trave********.com	62	C	65	100	32	57
130	ala***.edu	61	C	38	78	70	64
131	ua**.edu	61	C	56	72	73	45
132	ua**.edu	61	C	30	85	100	41
133	c**.edu	61	C	30	95	79	52
134	c**.edu	61	C	40	93	78	42
135	bloo*******.iu.edu	61	C	48	92	66	48
136	k**.edu	61	C	42	90	75	45
137	wic****.edu	61	C	58	78	62	48
138	ls**.edu	61	C	53	65	89	41
139	u**.edu	61	C	30	95	74	56
140	minn*****.edu	61	C	28	95	87	47
141	nm**.edu	61	C	37	99	68	51
142	en**.edu	61	C	64	88	39	59
143	alb***.edu	61	C	47	87	77	41
144	cu**.edu	61	C	53	88	53	57
145	nc**.edu	61	C	30	80	84	58
146	ok**.edu	61	C	30	100	81	45
147	uscu******.edu	61	C	40	84	85	42
148	win*****.edu	61	C	40	85	81	48
149	au***.edu	61	C	58	83	62	45
150	u**.utsa.edu	61	C	35	94	70	58
151	cham*****.edu	61	C	48	92	66	46
152	car*****.edu	61	C	30	95	79	54
153	u**.edu	60	C	40	95	63	52
154	ua**.edu	60	C	53	85	57	51
155	ucd****.edu	60	C	40	83	78	49
156	u**.edu	60	C	30	99	62	64
157	u**.edu	60	C	33	84	82	53
158	bois******.edu	60	C	53	81	55	57
159	colle*********.edu	60	C	52	77	52	64
160	c**.edu	60	C	51	68	75	51
161	wp***.edu	60	C	42	89	68	49
162	mont*****.edu	60	C	40	92	65	52
163	wn**.edu	60	C	40	83	69	57
164	un**.edu	60	C	51	99	60	40
165	cc**.edu	60	C	40	85	68	57
166	tnt***.edu	60	C	35	76	84	52
167	ute***.edu	60	C	43	98	80	30
168	w**.edu	60	C	52	91	51	54
169	uas*****.edu	59	D	58	75	67	40
170	alask********.edu	59	D	33	100	60	57
171	u**.alaska.edu	59	D	38	85	57	64
172	cuan******.edu	59	D	52	93	35	65
173	u**.edu	59	D	60	87	45	51
174	u**.edu	59	D	52	85	83	22
175	illin********.edu	59	D	38	100	74	37
176	dep***.edu	59	D	66	78	47	49
177	ma***.hawaii.edu	59	D	60	99	49	35
178	dr***.edu	59	D	48	100	51	49
179	u**.maine.edu	59	D	48	77	75	40
180	lcuni*******.edu	59	D	42	83	67	53
181	udm****.edu	59	D	25	87	79	57
182	lind******.edu	59	D	42	95	71	40
183	hamp*****.edu	59	D	48	83	56	57
184	cle****.edu	59	D	54	98	64	30
185	char******.edu	59	D	33	95	74	46
186	potomac************.edu	59	D	25	80	90	52
187	uw***.edu	59	D	38	75	85	47
188	uws****.edu	59	D	20	95	79	57
189	u**.edu	58	D	30	95	62	58
190	wes****.edu	58	D	30	91	67	57
191	cham*****.edu	58	D	42	83	76	41
192	but***.edu	58	D	28	79	78	57
193	u**.uiowa.edu	58	D	40	92	65	45
194	m**.edu	58	D	40	85	51	64
195	nd**.edu	58	D	30	95	82	37
196	lan*****.edu	58	D	30	85	79	48
197	uor****.edu	58	D	56	90	54	38
198	ric*****.edu	58	D	25	86	73	59
199	u**.edu	58	D	30	87	76	52
200	wisc*****.edu	58	D	63	91	43	42
201	al***.edu	57	D	35	73	83	45
202	u**.edu	57	D	30	92	57	62
203	uc**.edu	57	D	30	83	72	54
204	wi***.edu	57	D	48	92	39	58
205	fra*****.edu	57	D	75	100	10	47
206	ill*****.edu	57	D	48	85	39	62
207	pur***.edu	57	D	30	84	76	50
208	umwe*****.edu	57	D	40	82	63	51
209	fel*****.edu	57	D	30	83	62	62
210	char*****.edu	57	D	40	85	67	46
211	u**.edu	57	D	40	85	70	43
212	nc**.edu	57	D	42	97	49	50
213	vc**.edu	57	D	40	99	70	30
214	r**.edu	57	D	58	89	51	38
215	u**.edu	57	D	40	92	70	35
216	ut**.edu	57	D	42	89	67	41
217	vir*****.edu	57	D	40	87	63	49
218	wvs*****.edu	57	D	38	83	70	45
219	a**.edu	56	D	25	75	88	45
220	universi**************.edu	56	D	63	80	56	30
221	gc**.edu	56	D	42	85	53	51
222	e**.edu	56	D	58	97	32	45
223	l**.edu	56	D	48	80	62	42
224	e**.edu	56	D	48	92	43	49
225	u**.edu	56	D	40	98	67	31
226	ab***.utahtech.edu	56	D	63	78	50	37
227	c**.edu	56	D	42	97	55	42
228	aa**.edu	55	D	30	85	77	40
229	col*****.edu	55	D	40	83	42	64
230	colo*****.edu	55	D	30	91	69	41
231	delaware**************.org	55	D	54	85	34	53
232	d**.edu	55	D	63	77	51	30
233	umar*****.edu	55	D	58	95	37	39
234	w**.edu	55	D	60	100	10	58
235	tns****.edu	55	D	30	94	71	37
236	bay***.edu	55	D	40	90	54	47
237	u**.edu	55	D	30	95	58	50
238	westm*******.edu	55	D	56	77	44	47
239	wi**.edu	55	D	50	97	31	53
240	uam***.edu	54	D	30	75	82	38
241	u**.edu	54	D	38	95	34	62
242	morn*******.edu	54	D	30	91	62	47
243	bak***.edu	54	D	42	100	23	62
244	u**.edu	54	D	58	77	48	37
245	u**.edu	54	D	40	83	54	47
246	montgo***********.edu	54	D	48	80	57	37
247	mns****.edu	54	D	30	87	79	32
248	admi******.tc.umn.edu	54	D	48	85	42	48
249	rut****.edu	54	D	30	82	69	47
250	n**.edu	54	D	48	82	54	37
251	ore***.gov	54	D	38	90	44	55
252	prov******.edu	54	D	60	93	15	55
253	vand******.edu	54	D	66	89	26	38
254	ud**.edu	53	D	50	89	42	38
255	fl***.edu	53	D	15	70	95	42
256	xu**.edu	53	D	25	90	62	47
257	massa********.edu	53	D	41	99	46	37
258	mha***.org	53	D	30	72	81	36
259	c**.edu	53	D	38	72	52	55
260	caro*****.edu	53	D	48	92	35	45
261	kut*****.edu	53	D	25	100	58	43
262	she*****.edu	53	D	30	80	54	56
263	ucd*****.edu	52	D	56	99	10	53
264	uc***.edu	52	D	52	86	15	62
265	f**.edu	52	D	28	95	63	35
266	mic*****.gov	52	D	35	68	66	47
267	u**.edu	52	D	30	97	53	40
268	nc**.edu	52	D	30	97	57	37
269	o**.edu	52	D	42	82	40	51
270	ec**.org	52	D	43	15	96	47
271	u**.edu	51	D	27	75	76	37
272	sout******.edu	51	D	20	98	66	35
273	aug****.edu	51	D	58	68	39	40
274	g**.edu	51	D	33	95	33	57
275	u**.edu	51	D	38	98	30	50
276	bell******.edu	51	D	53	99	10	53
277	ns**.nevada.edu	51	D	42	77	57	35
278	sd***.edu	51	D	42	94	37	42
279	bh**.edu	51	D	35	70	70	37
280	ourdak*********.com	51	D	42	98	25	49
281	w**.edu	51	D	58	97	18	40
282	washin*********.weblinkconnect.com	51	D	33	89	46	47
283	bigf*****.collegeboard.org	50	D	41	77	47	44
284	uc**.edu	50	D	48	87	37	35
285	uc**.edu	50	D	30	82	56	41
286	uid***.edu	50	D	30	92	43	48
287	u**.edu	50	D	58	86	10	50
288	nhec*****.com	50	D	38	70	59	38
289	br***.edu	50	D	40	82	52	36
290	visitr**********.com	50	D	42	89	18	62
291	nor*****.edu	50	D	56	97	10	47
292	uva****.edu	50	D	30	70	65	41
293	f**.edu	49	F	47	90	39	30
294	su**.edu	49	F	30	93	57	28
295	m**.maryland.gov	49	F	51	75	34	40
296	u**.edu	49	F	38	79	59	30
297	apply*******.mus.edu	49	F	28	85	52	43
298	nn**.edu	49	F	40	65	58	37
299	n**.gov	49	F	43	15	86	47
300	oregong************.org	49	F	40	95	10	62
301	vs**.org	49	F	42	98	26	40
302	west*******.edu	49	F	30	100	11	67
303	wv**.edu	49	F	46	80	12	64
304	a**.edu	48	F	52	83	22	42
305	mar***.edu	48	F	28	83	45	47
306	uma***.edu	48	F	37	72	59	30
307	u**.edu	48	F	42	97	22	42
308	bisma********.edu	48	F	38	99	10	58
309	csu****.edu	48	F	40	85	21	56
310	s**.gov	48	F	40	78	10	73
311	ut***.edu	48	F	38	97	27	40
312	us**.edu	48	F	42	85	21	51
313	dm***.dc.gov	48	F	58	83	10	45
314	aub***.edu	47	F	40	94	26	40
315	de**.edu	47	F	30	70	64	30
316	f**.edu	47	F	32	92	32	45
317	bow****.edu	47	F	35	88	24	52
318	cs**.edu	47	F	40	88	10	60
319	u**.edu	47	F	32	85	41	40
320	coa****.edu	47	F	52	99	10	37
321	n**.gov	46	F	48	72	10	57
322	un**.edu	46	F	30	95	21	51
323	sc***.edu	46	F	30	83	41	40
324	v**.edu	46	F	30	93	32	43
325	haw***.edu	45	F	25	87	29	50
326	loy***.edu	45	F	51	77	10	47
327	miss*******.edu	45	F	15	73	54	49
328	us**.edu	45	F	35	78	35	40
329	oreg*******.edu	45	F	30	87	43	30
330	cambri**********.edu	45	F	30	93	10	58
331	as**.edu	44	F	25	96	35	33
332	dire*****.mt.gov	44	F	30	85	22	51
333	ns***.edu	44	F	40	77	17	48
334	sds****.edu	44	F	25	75	51	35
335	usn***.com	43	F	33	89	10	50
336	edu****.iowa.gov	43	F	40	98	10	37
337	ww**.maine.gov	43	F	30	99	10	47
338	oh**.edu	43	F	30	97	10	50
339	o**.edu	43	F	40	98	10	37
340	sc**.edu	43	F	42	65	13	56
341	leeun********.edu	43	F	38	89	10	46
342	u**.edu	42	F	40	82	20	35
343	o**.edu	42	F	23	89	28	42
344	ma**.org	42	F	15	72	70	22
345	o**.mn.gov	42	F	40	85	10	40
346	up***.edu	42	F	33	82	21	40
347	v**.edu	42	F	40	85	10	43
348	dis*****.arkansas.gov	41	F	25	67	31	51
349	next*****.idaho.gov	41	F	25	84	10	58
350	d**.edu	41	F	25	73	45	30
351	us**.edu	41	F	30	90	15	40
352	educ*****.ne.gov	41	F	35	70	16	51
353	mss****.edu	40	F	40	80	16	30
354	north********.edu	40	F	40	77	10	40
355	ws**.wa.gov	40	F	30	83	10	47
356	tc**.edu	39	F	20	97	10	46
357	ut**.gov	39	F	32	78	10	47
358	u**.edu	38	F	30	83	10	40
359	comp*******.texas.gov	38	F	30	83	10	40
360	up***.edu	38	F	35	60	23	38
361	nebrw*******.edu	37	F	38	65	10	40
362	desi******.nebraska.gov	37	F	20	87	10	45
363	ho**.dartmouth.edu	37	F	30	82	15	30
364	okhi******.org	37	F	20	90	10	40
365	h**.nm.gov	36	F	5	79	39	37
366	u**.edu	36	F	20	83	18	37
367	state*********.com	35	F	33	75	10	30
368	uco*****.unm.edu	35	F	20	75	10	45
369	pas***.edu	35	F	15	65	34	37
370	nc**.ed.gov	35	F	25	65	17	39
371	bus*****.alaskachamber.com	34	F	28	67	10	40
372	c**.edu	34	F	25	77	10	35
373	wvh***.edu	34	F	20	78	10	40
374	mon****.edu	33	F	20	85	10	30
375	u**.edu	18	F	20	20	10	21

Methodology

Each website was scored using AISO Studio's production scoring engine across four dimensions:

AEO (30%) — AI Engine Optimization: direct answer format, FAQ patterns, structured content, citation signals, topical authority
SEO (20%) — Title tags, meta descriptions, heading structure, links, images, keyword optimization
Readability (25%) — Flesch reading ease with normalized scoring, sentence complexity, audience appropriateness
Engagement (25%) — Content hooks, calls to action, questions, lists, quotes, emphasis, paragraph variety

375 sites collected across US states using geographic search queries. Scores reflect the state of each website at time of audit.

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