Diners Ask AI Where to Eat. Most Restaurants Let Yelp Answer for Them.

Restaurant & Hospitality · 208 sites audited · March 22, 2026

AISO Score

AEO

SEO

Readability

Engagement

The State of Restaurant / Bar Websites

'Best Italian restaurant for date night in Chicago.' A couple types this into ChatGPT. The AI recommends a place — but it pulls the answer from Yelp, not from any restaurant's own website. We audited 208 restaurant and bar websites across the United States. The average AISO score is 57/100. We scored each site across four dimensions: SEO, readability, engagement, and AI engine optimization.

The AISO score refers to a website's combined readiness for search engines and AI answer engines. Restaurants have decent SEO (88/100). But AI Engine Optimization is weak at 38/100.

Restaurants outsourced their online presence to Yelp, DoorDash, and OpenTable years ago. Their own websites became afterthoughts. Now AI pulls from those platforms instead. Someone else tells your story.

Why This Matters for Restaurant / Bar

AI Engine Optimization (AEO) is defined as how well your content can be read and cited by AI tools like ChatGPT, Google AI Overview, and Perplexity.

'Where should I eat tonight?' and 'best sushi near me' are among the most common AI queries. Right now, AI pulls answers from Yelp and Google Business. Not from restaurant websites.

That means your brand story, your chef's background, your seasonal menu — all reduced to a star rating and some crowdsourced reviews. You don't control the message.

Restaurants with content-rich websites take back control. They tell AI who they are, what makes them special, and why someone should visit. The rest let strangers speak for them.

When AI recommends restaurants, it pulls from Yelp and Google reviews — not your website. You've handed control of your story to strangers. A content-rich site takes it back.

Key Findings

22%

Score Below 50

34%

No Schema Markup

No Open Graph Tags

38/100

Avg AI Engine Score

Key Takeaways

•
Restaurant sites average 57/100 — below the overall industry average of 57
•
Most restaurants rely on Yelp and Google to represent them to AI — giving up control of their narrative
•
22% of restaurant websites score below 50 on AI readiness
•
AEO averages 38/100 — AI can't recommend restaurants that don't have readable content
•
PDF-only menus are invisible to AI. HTML menus with descriptions are the single biggest fix
•
Restaurant JSON-LD schema with cuisine type and price range gives AI everything it needs

Common Mistakes in Restaurant / Bar Websites

Menu as PDF only — AI engines can't read PDF menus. They pull menu info from third-party sites that may be outdated or wrong. HTML menus fix this completely
No written content beyond the menu — no description of cuisine style, chef's background, ingredient sourcing, or what makes the experience unique. AI has nothing to cite
No FAQ content — 'Do you take reservations?' 'Is there parking?' 'Do you have a kids menu?' AI tries to answer these and can't find the info on most restaurant sites
Total reliance on Google Business — your GBP listing is important but limited. It can't tell your full story. And Google controls it, not you
No event or private dining pages — 'restaurants with private dining in [city]' is a high-value search. Most restaurants don't have a page for it

How to Improve Your Restaurant / Bar Website

Put your menu in HTML, not just PDF. Add dish descriptions and dietary labels (GF, vegan, etc.). This is the #1 thing AI needs to recommend your restaurant for specific queries like 'restaurants with vegan options near me'
Write a real About page. Cover cuisine style, chef background, sourcing philosophy, and what makes your atmosphere special. Give AI reasons to recommend you beyond star ratings
Add Restaurant JSON-LD schema. Include cuisine type, price range, hours, reservation links, accepted payment, and menu URL. This structured data is what AI reads first
Create a FAQ section. Answer: 'Do you take walk-ins?' 'What's your dress code?' 'Do you accommodate allergies?' 'Is there valet parking?' These are the exact queries AI tries to answer
Add event and private dining pages. 'Private dining in [City]' and 'restaurant event space [City]' are high-intent searches with very little competition. One page can dominate

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

60-69

70-79

80-89

90-99

Grade Distribution

0 (0%)

23 (11%)

83 (40%)

57 (27%)

45 (22%)

Frequently Asked Questions

Why do restaurant websites depend so much on third-party platforms?

Restaurants focused on Yelp, Google, and DoorDash because that's where diners searched. This created a cycle: websites got neglected because 'nobody visits them.' But AI search changes this. AI needs your own site's content to give detailed recommendations beyond star ratings.

How do restaurants compare to other hospitality industries?

Restaurants score 57/100. Hotels score 57. Travel and tourism score 57. The hospitality sector overall struggles with AI readiness because these businesses relied on booking platforms rather than their own content.

Is it worth investing in a restaurant website when platforms drive most traffic?

Yes. AI assistants are becoming the new front door. When someone asks 'best Italian restaurant for date night in [City],' AI needs rich content to make a specific recommendation. If your site has atmosphere details, chef's specialties, and menu highlights, AI recommends YOU. If not, it defaults to Yelp ratings.

What is the AISO score?

The AISO score is defined as a weighted measure of four dimensions: AI Engine Optimization (30%), SEO (20%), Readability (25%), and Engagement (25%). It rates how well a website performs for search engines and AI answer engines.

What is AEO and why should restaurants care?

AEO refers to AI Engine Optimization — how well your content can be found and cited by AI tools like ChatGPT and Google AI Overview. For restaurants, low AEO means AI recommends competitors or defaults to Yelp instead of citing your own site.

What is the single most impactful change for a restaurant website?

Convert your menu from PDF to HTML with dish descriptions and dietary labels. This one change makes your offerings visible to every AI engine. Add Restaurant schema with cuisine type and price range. AI now has everything it needs to recommend you.

How can a restaurant take back control from Yelp and Google?

Start by building content on your own site. An HTML menu, a real About page, and FAQ answers give AI your story in your words. Schema markup ensures AI finds it. Over time, AI will cite your site directly instead of relying on third-party reviews.

Do restaurants need to blog to improve their AI readiness?

Not necessarily. The biggest gains come from having a complete, content-rich website: HTML menu, About page, FAQ section, and schema markup. A blog helps if you write about seasonal menus, events, or chef's specials. But the basics matter more than a blog.

All 208 Audited Sites

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

#	Domain	AISO	Grade	AEO	SEO	Read.	Eng.
1	pdxm******.com	77	B	56	100	83	79
2	somewhe************.com	76	B	56	99	93	66
3	theha*******.com	75	B	52	99	93	64
4	n**.eater.com	75	B	65	100	71	69
5	grub******.com	74	B	50	100	88	69
6	vo***.com	74	B	69	90	83	59
7	discove************.com	73	B	48	100	87	68
8	bosto*********.com	72	B	60	94	83	59
9	msp***.com	72	B	50	99	91	59
10	appeti*********.com	71	B	52	94	90	58
11	lat****.com	71	B	52	98	86	59
12	thesa*********.com	71	B	48	90	85	71
13	thek*******.com	71	B	64	98	91	38
14	sprin********.org	71	B	65	76	84	62
15	maryl********.maryland.gov	71	B	60	94	77	58
16	theawkw************.com	71	B	30	100	94	74
17	dining***********.com	71	B	66	83	92	46
18	alo***.com	70	B	48	94	79	69
19	vis*****.com	70	B	56	99	77	55
20	thep*******.com	70	B	40	95	88	66
21	tra*****.com	70	B	48	94	96	52
22	city******.net	70	B	60	85	86	52
23	jetse*********.com	70	B	42	97	86	66
24	vis*****.com	69	C	65	90	60	64
25	ohmy*****.com	69	C	40	97	95	57
26	ea***.com	68	C	60	98	72	50
27	ala***.org	68	C	52	95	81	52
28	south********.com	68	C	38	95	88	64
29	findthe***********.com	68	C	52	82	91	52
30	linco*********.com	68	C	52	100	94	37
31	visit********.com	68	C	38	100	84	64
32	fire*****.com	68	C	40	94	91	58
33	njmo*****.com	68	C	48	99	75	59
34	utah******.com	68	C	38	100	84	62
35	l**.eater.com	67	C	55	95	57	69
36	visit*******.com	67	C	30	97	94	59
37	enjoy********.com	67	C	52	100	81	44
38	idaho*********.com	67	C	64	87	69	52
39	gos***.com	67	C	38	97	86	59
40	minnes**********.com	67	C	40	93	88	57
41	vis****.com	67	C	40	86	88	64
42	foun*****.com	67	C	63	91	79	40
43	tim****.com	67	C	48	95	87	49
44	broa*****.com	66	C	42	100	82	50
45	vis*****.com	66	C	48	93	74	59
46	mccoo*******.com	66	C	40	90	86	56
47	vis****.com	66	C	38	100	75	62
48	jacki*******.com	66	C	40	94	95	44
49	wvto*****.com	66	C	40	100	89	47
50	andre********.substack.com	65	C	38	83	84	62
51	fel***.com	65	C	40	94	84	52
52	visit********.com	65	C	30	100	83	62
53	glac*****.com	65	C	38	91	90	53
54	femal*******.com	65	C	42	99	83	49
55	wash******.org	65	C	48	94	73	54
56	radd******.com	64	C	43	83	88	50
57	anch*****.net	64	C	42	90	71	62
58	ctv****.com	64	C	30	95	79	64
59	foodi*******.com	64	C	25	88	90	64
60	visit*******.in.gov	64	C	38	82	81	64
61	kansa********.com	64	C	38	92	88	47
62	maine*******.com	64	C	30	99	76	64
63	discov*********.org	64	C	30	100	76	62
64	experie*************.com	64	C	30	90	87	62
65	water*******.com	64	C	38	90	82	58
66	ark*****.com	63	C	42	90	79	52
67	kentuc*********.com	63	C	40	80	82	58
68	no**.eater.com	63	C	42	95	58	69
69	maineca************.com	63	C	40	98	78	46
70	bos***.eater.com	63	C	42	99	52	69
71	sage*****.com	63	C	30	95	85	53
72	theta*********.com	63	C	30	95	91	47
73	theappala***************.com	63	C	28	97	83	56
74	roostw*********.com	62	C	18	95	96	54
75	jak***.com	62	C	30	77	88	62
76	crow*******.com	62	C	40	95	90	35
77	portla*********.com	62	C	46	73	83	50
78	coastal***********.com	62	C	40	93	83	43
79	discover*************.com	62	C	40	100	83	37
80	tnva******.com	62	C	30	97	78	56
81	log-*****.com	62	C	40	99	77	45
82	visit********.com	62	C	43	84	77	52
83	trave********.com	62	C	65	100	32	57
84	delaw********.com	61	C	48	80	64	59
85	fete******.com	61	C	38	85	90	40
86	cliffh*********.com	61	C	64	89	49	45
87	d**.eater.com	61	C	46	90	71	45
88	jason*******.com	61	C	40	97	80	39
89	stpa*******.com	61	C	30	89	88	49
90	lin****.org	61	C	38	77	79	57
91	gall*******.com	61	C	38	84	91	41
92	sadies***********.com	61	C	30	75	91	57
93	portla***********.com	61	C	30	99	80	50
94	water*********.com	61	C	40	84	83	46
95	tallys***********.com	61	C	40	92	81	43
96	huskn********.com	61	C	40	99	69	48
97	ver****.com	61	C	42	99	51	64
98	southe**********.org	60	C	30	92	89	42
99	visit********.com	60	C	30	81	78	62
100	chi****.eater.com	60	C	33	95	62	62
101	swee*****.com	60	C	30	78	90	51
102	hot****.com	60	C	20	100	91	45
103	themai*********.com	60	C	43	75	80	47
104	ann*****.org	60	C	65	99	26	55
105	hemenwa************.com	60	C	30	95	80	46
106	skri*******.com	60	C	28	85	93	45
107	tasti*******.com	59	D	38	95	64	49
108	visitb**********.com	59	D	30	94	69	55
109	twin******.eater.com	59	D	38	88	68	52
110	sparro**********.com	59	D	28	100	70	52
111	hudso********.com	59	D	18	94	93	45
112	ocot*******.com	58	D	30	93	83	38
113	merrim*********.com	58	D	43	92	60	47
114	stagec*********.com	58	D	30	87	88	37
115	kcrest**********.com	58	D	38	83	70	50
116	discov***********.org	58	D	38	65	74	62
117	visita**********.org	58	D	35	80	78	46
118	cornerst**************.com	58	D	40	77	92	29
119	byge*******.com	57	D	35	89	69	47
120	ocea*******.com	57	D	35	75	82	43
121	marylan************.com	57	D	47	70	69	47
122	ruth******.com	57	D	30	83	79	47
123	theamer***********.com	56	D	38	95	76	27
124	nash*****.eater.com	56	D	48	85	56	42
125	discov***********.com	56	D	40	95	61	40
126	cafe******.com	56	D	35	89	72	37
127	sanford***********.com	56	D	20	87	90	42
128	dawn*****.com	56	D	30	99	61	48
129	occide***********.com	56	D	40	83	83	28
130	ther*****.com	55	D	30	80	77	43
131	resta********.com	55	D	48	97	29	56
132	bridge***********.net	55	D	35	60	75	53
133	rural********.org	55	D	30	72	90	38
134	lake*******.org	55	D	25	85	68	52
135	char*******.com	55	D	20	94	81	40
136	blued*********.com	55	D	15	90	87	42
137	thelo*********.com	54	D	38	91	61	35
138	the*****.com	54	D	28	77	96	23
139	hale******.com	54	D	31	93	63	40
140	percyr*********.com	54	D	47	84	66	25
141	visitk***********.com	54	D	30	90	53	55
142	toas*******.com	54	D	25	92	69	44
143	p**.eater.com	54	D	40	90	45	49
144	visi*******.ca	54	D	48	97	41	40
145	thero*******.com	54	D	35	80	72	37
146	salt******.com	53	D	35	60	79	43
147	commun**********.com	53	D	25	89	75	37
148	riband*********.com	53	D	20	95	67	45
149	sunh*****.com	53	D	28	78	91	23
150	theriv**********.com	53	D	40	65	83	30
151	feeda*******.com	52	D	28	81	79	30
152	stone*********.com	52	D	35	68	51	60
153	buchero***********.com	52	D	25	75	75	42
154	peaco********.com	52	D	35	65	82	30
155	experie*************.com	52	D	30	98	55	40
156	parkgr*********.com	51	D	25	62	87	38
157	visitc**********.com	51	D	18	80	78	40
158	newm*****.org	51	D	30	78	47	60
159	us**.com	51	D	25	85	73	31
160	refe*****.com	51	D	30	88	41	55
161	visitr**********.com	51	D	42	97	14	62
162	travel*********.com	51	D	38	97	33	47
163	coppe*******.com	50	D	30	95	52	37
164	beakr*********.com	49	F	20	73	67	47
165	arizonar*************.com	49	F	28	83	41	53
166	downt*******.org	49	F	47	75	41	40
167	the****.com	49	F	30	93	49	38
168	wis*****.com	48	F	56	75	10	55
169	visitc*********.com	47	F	42	93	10	52
170	vis****.com	47	F	48	80	10	58
171	farm*******.com	47	F	28	82	51	37
172	kh**.com	46	F	40	90	10	55
173	natio*********.com	46	F	43	90	16	43
174	restau**********.com	46	F	40	90	34	30
175	nhma******.com	46	F	20	85	47	45
176	visi*****.com	46	F	48	85	18	40
177	theto*******.com	45	F	15	89	43	47
178	parkl*********.com	45	F	25	65	63	35
179	food*******.com	44	F	28	90	28	42
180	cav***.com	44	F	30	85	29	42
181	visi******.com	44	F	35	90	25	35
182	gu***.michelin.com	43	F	32	99	10	45
183	swmi******.org	43	F	38	93	20	30
184	oh**.org	43	F	33	84	10	57
185	royya*******.com	42	F	42	65	39	28
186	vis****.gov	42	F	40	87	10	40
187	taste*******.com	42	F	5	57	90	27
188	akch*****.com	41	F	25	80	44	27
189	craw*******.com	41	F	30	98	13	37
190	americasb**************.com	40	F	35	73	10	49
191	florida-b***************.com	40	F	20	92	10	52
192	thev*******.com	40	F	30	60	44	30
193	bes*****.com	40	F	28	85	10	50
194	explo*********.com	40	F	40	90	10	30
195	libati*********.com	40	F	28	70	48	23
196	cochon**********.com	38	F	30	78	10	45
197	mainst**********.org	38	F	30	82	10	40
198	top25r**********.com	38	F	27	78	10	47
199	nobou*********.com	38	F	20	95	10	40
200	gopro*******.com	37	F	30	86	10	32
201	den***.eater.com	35	F	30	70	10	37
202	por***.michfb.com	35	F	43	15	28	47
203	caro*****.eater.com	35	F	30	70	10	37
204	camero*********.com	34	F	20	78	10	38
205	mainstr*************.org	34	F	15	85	19	30
206	vill******.com	33	F	15	88	10	35
207	restaurant*****************.com	30	F	15	70	10	37
208	bama******.com	29	F	15	84	10	22

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

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

How Does YOUR Restaurant / Bar Website Score?

The average restaurant / bar website scores 57/100. Get a free audit to see where you stand and how to improve your AI search readiness.

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