leaderboard scorecard · scored flat-pool-v1 · updated 2026-06-03

How well do agents see the web?

Most of the web was built for human eyes. AI agents (coding assistants, research bots, autonomous tools) have to fetch the same pages and pull meaning out of layout-driven HTML, JavaScript-rendered widgets, cookie walls, and broken markdown. The a14y scorecard turns that effort into a number: how many of 38 machine-readability checks a site passes, from llms.txt through AGENTS.md down to canonical headers and breadcrumb JSON-LD. The leaderboard below ranks a cross-section of sites by that score; the insights underneath show how we're evolving to a more agent-readable web.

320 sites scanned

50.7 mean score

45% ship llms.txt

html.glossary-link most common top failure

Leaderboard

Showing 50 of 320 sites.

320 sites ranked by overall a14y score, descending.
#	Site	Category	Score	Top failures	Badge
1	agentshagentsh.org	Dev tool	98	markdown.canonical-header markdown.content-negotiation +3	Badge
2	Nuxtnuxt.com	Docs platform	80	html.glossary-link html.json-ld.date-modified +3	Badge
3	Vercel Docsvercel.com	Docs platform	77	html.glossary-link markdown.mirror-suffix +3	Badge
4	Brexbrex.com	Enterprise SaaS	75	html.glossary-link html.json-ld.breadcrumb +3	Badge
5	Next.jsnextjs.org	Docs platform	75	html.json-ld.breadcrumb markdown.canonical-header +3	Badge
6	Supabasesupabase.com	Dev tool	75	html.canonical-link html.glossary-link +3	Badge
7	Railway Docsdocs.railway.com	Docs platform	74	html.glossary-link markdown.alternate-link +3	Badge
8	Vercelvercel.com	Dev tool	74	html.glossary-link markdown.mirror-suffix +3	Badge
9	Algolia Docsalgolia.com	Docs platform	73	discovery.indexed html.json-ld +3	Badge
10	edXedx.org	Consumer	73	agents-md.exists html.glossary-link +3	Badge
11	Supabase Docssupabase.com	Docs platform	73	markdown.canonical-header markdown.frontmatter +3	Badge
12	Cloudflare Docsdevelopers.cloudflare.com	Docs platform	72	http.content-type-html markdown.canonical-header +3	Badge
13	Prismaprisma.io	Docs platform	72	html.glossary-link html.json-ld.date-modified +3	Badge
14	Sentry Docsdocs.sentry.io	Docs platform	72	html.glossary-link html.json-ld +3	Badge
15	Canyon Roadcanyonroad.ai	Dev tool	71	html.glossary-link markdown.alternate-link +3	Badge
16	Elastic Docselastic.co	Docs platform	71	html.json-ld.date-modified http.content-type-html +3	Badge
17	Honeycomb Docsdocs.honeycomb.io	Docs platform	71	html.glossary-link markdown.alternate-link +3	Badge
18	Leverlever.co	Enterprise SaaS	71	html.glossary-link markdown.alternate-link +3	Badge
19	PlanetScaleplanetscale.com	Docs platform	71	html.json-ld.breadcrumb html.json-ld.date-modified +3	Badge
20	Bunbun.sh	Docs platform	70	html.glossary-link html.json-ld.breadcrumb +3	Badge
21	Cash Appcash.app	Consumer	70	agents-md.exists html.glossary-link +3	Badge
22	Render Docsrender.com	Docs platform	70	html.glossary-link html.json-ld.breadcrumb +3	Badge
23	Shopify Dev Docsshopify.dev	Docs platform	70	html.glossary-link html.json-ld +3	Badge
24	Brilliantbrilliant.org	Consumer	69	agents-md.exists html.glossary-link +3	Badge
25	Cohere Docsdocs.cohere.com	Docs platform	69	html.glossary-link html.json-ld +3	Badge
26	Cypressdocs.cypress.io	Docs platform	69	html.glossary-link html.json-ld +3	Badge
27	Databricksdocs.databricks.com	Docs platform	68	html.json-ld.date-modified http.content-type-html +3	Badge
28	Twilio Docstwilio.com	Docs platform	68	html.json-ld html.og-description +3	Badge
29	Typeformtypeform.com	Enterprise SaaS	68	markdown.alternate-link markdown.content-negotiation +3	Badge
30	Datadog Docsdocs.datadoghq.com	Docs platform	67	code.language-tags html.json-ld +3	Badge
31	Humanahumana.com	Consumer	67	agents-md.exists html.glossary-link +3	Badge
32	Robinhoodrobinhood.com	Consumer	67	agents-md.has-min-sections html.glossary-link +3	Badge
33	Spotifyspotify.com	Consumer	67	agents-md.has-min-sections html.glossary-link +3	Badge
34	CockroachDBcockroachlabs.com	Docs platform	66	html.json-ld.breadcrumb html.json-ld.date-modified +3	Badge
35	Denodocs.deno.com	Docs platform	66	html.canonical-link html.glossary-link +3	Badge
36	Latticelattice.com	Enterprise SaaS	66	html.glossary-link markdown.alternate-link +3	Badge
37	ngrok Docsngrok.com	Docs platform	66	html.json-ld.breadcrumb html.json-ld.date-modified +3	Badge
38	Notion API Docsdevelopers.notion.com	Docs platform	66	api.schema-link markdown.alternate-link +3	Badge
39	PayPalpaypal.com	Consumer	66	agents-md.has-min-sections html.glossary-link +3	Badge
40	Storybookstorybook.js.org	Docs platform	66	html.glossary-link html.json-ld.breadcrumb +3	Badge
41	Tursodocs.turso.tech	Docs platform	66	html.glossary-link markdown.alternate-link +3	Badge
42	Airtableairtable.com	Enterprise SaaS	65	html.glossary-link markdown.alternate-link +3	Badge
43	Auth0auth0.com	Enterprise SaaS	65	html.glossary-link markdown.alternate-link +3	Badge
44	dbtdocs.getdbt.com	Docs platform	65	markdown.alternate-link markdown.content-negotiation +3	Badge
45	dev.todev.to	Reference	65	agents-md.has-min-sections html.glossary-link +3	Badge
46	DigitalOcean Docsdocs.digitalocean.com	Docs platform	65	html.og-description html.og-title +3	Badge
47	DuckDBduckdb.org	Docs platform	65	html.json-ld.breadcrumb markdown.alternate-link +3	Badge
48	Stytchstytch.com	Enterprise SaaS	65	html.json-ld markdown.alternate-link +3	Badge
49	Targettarget.com	Consumer	65	agents-md.exists html.glossary-link +3	Badge
50	Webflowwebflow.com	Enterprise SaaS	65	html.glossary-link html.json-ld +3	Badge
51	Aetnaaetna.com	Consumer	64	agents-md.exists html.glossary-link +3	Badge
52	Cloudflarecloudflare.com	Dev tool	64	html.glossary-link markdown.canonical-header +3	Badge
53	Couchbasedocs.couchbase.com	Docs platform	64	html.json-ld html.og-description +3	Badge
54	Fidelityfidelity.com	Consumer	64	agents-md.exists html.glossary-link +3	Badge
55	The World Bankworldbank.org	Reference	64	agents-md.exists html.glossary-link +3	Badge
56	Turborepoturborepo.com	Docs platform	64	html.json-ld html.canonical-link +3	Badge
57	Vue.jsvuejs.org	Docs platform	64	html.canonical-link html.json-ld +3	Badge
58	Weather.comweather.com	Consumer	64	agents-md.exists html.glossary-link +3	Badge
59	Anthropic Docsdocs.claude.com	Docs platform	63	html.json-ld markdown.alternate-link +3	Badge
60	Apple Musicmusic.apple.com	Consumer	63	agents-md.has-min-sections html.glossary-link +3	Badge
61	AWS Documentationdocs.aws.amazon.com	Docs platform	63	html.og-description html.og-title +3	Badge
62	Capital Onecapitalone.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
63	Cleveland Clinicmy.clevelandclinic.org	Consumer	63	agents-md.exists html.glossary-link +3	Badge
64	ClickHouseclickhouse.com	Docs platform	63	markdown.alternate-link markdown.mirror-suffix +3	Badge
65	Courseracoursera.org	Consumer	63	agents-md.exists html.glossary-link +3	Badge
66	Healthlinehealthline.com	Consumer	63	agents-md.has-min-sections html.glossary-link +3	Badge
67	Kayakkayak.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
68	Lyftlyft.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
69	Netlifynetlify.com	Dev tool	63	html.glossary-link html.json-ld +3	Badge
70	Nxnx.dev	Docs platform	63	markdown.alternate-link discovery.indexed +3	Badge
71	Snowflakedocs.snowflake.com	Docs platform	63	html.json-ld html.og-description +3	Badge
72	Square Developerdeveloper.squareup.com	Docs platform	63	http.content-type-html http.status-200 +3	Badge
73	The New Yorkernewyorker.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
74	Venmovenmo.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
75	Wiredwired.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
76	Angularangular.dev	Docs platform	62	html.glossary-link html.json-ld +3	Badge
77	Drizzle ORMorm.drizzle.team	Docs platform	62	html.canonical-link html.glossary-link +3	Badge
78	Gustogusto.com	Enterprise SaaS	62	html.json-ld markdown.alternate-link +3	Badge
79	JetBrainsjetbrains.com	Dev tool	62	html.glossary-link markdown.alternate-link +3	Badge
80	Linearlinear.app	Enterprise SaaS	62	html.glossary-link html.json-ld +3	Badge
81	Linear API Docslinear.app	Docs platform	62	html.glossary-link html.json-ld +3	Badge
82	Reactreact.dev	Docs platform	62	api.schema-link discovery.indexed +3	Badge
83	Stripe Docsdocs.stripe.com	Docs platform	62	html.json-ld markdown.alternate-link +3	Badge
84	Uberuber.com	Consumer	62	agents-md.exists http.content-type-html +3	Badge
85	Vanguardinvestor.vanguard.com	Consumer	62	agents-md.has-min-sections html.glossary-link +3	Badge
86	Vitestvitest.dev	Docs platform	62	discovery.indexed html.glossary-link +3	Badge
87	Walmartwalmart.com	Consumer	62	agents-md.exists html.glossary-link +3	Badge
88	American Expressamericanexpress.com	Consumer	61	agents-md.exists html.glossary-link +3	Badge
89	AP Newsapnews.com	Consumer	61	agents-md.exists html.glossary-link +3	Badge
90	ClickUpclickup.com	Enterprise SaaS	61	html.glossary-link html.json-ld +3	Badge
91	Elixirelixir-lang.org	Docs platform	61	html.glossary-link markdown.alternate-link +3	Badge
92	Freshworksfreshworks.com	Enterprise SaaS	61	markdown.alternate-link markdown.content-negotiation +3	Badge
93	GitLababout.gitlab.com	Dev tool	61	http.content-type-html html.glossary-link +3	Badge
94	Herokuheroku.com	Dev tool	61	markdown.alternate-link markdown.content-negotiation +3	Badge
95	Mistral AI Docsdocs.mistral.ai	Docs platform	61	html.canonical-link html.json-ld +3	Badge
96	MongoDBmongodb.com	Docs platform	61	html.json-ld.date-modified html.og-description +3	Badge
97	Teladoc Healthteladochealth.com	Consumer	61	agents-md.has-min-sections html.glossary-link +3	Badge
98	Zoom Supportsupport.zoom.com	Enterprise SaaS	61	agents-md.has-min-sections discovery.indexed +3	Badge
99	Airbnbairbnb.com	Consumer	60	agents-md.exists html.glossary-link +3	Badge
100	Appleapple.com	Enterprise SaaS	60	html.glossary-link markdown.alternate-link +3	Badge
101	Discorddiscord.com	Consumer	60	agents-md.exists html.glossary-link +3	Badge
102	Grafana Docsgrafana.com	Docs platform	60	markdown.alternate-link markdown.content-negotiation +3	Badge
103	IKEAikea.com	Consumer	60	agents-md.exists html.glossary-link +3	Badge
104	Mayo Clinicmayoclinic.org	Consumer	60	agents-md.has-min-sections html.glossary-link +3	Badge
105	The Home Depothomedepot.com	Consumer	60	agents-md.exists html.glossary-link +3	Badge
106	Vitevite.dev	Docs platform	60	html.json-ld markdown.alternate-link +3	Badge
107	BBCbbc.com	Consumer	59	agents-md.exists html.glossary-link +3	Badge
108	CNNcnn.com	Consumer	59	agents-md.exists html.glossary-link +3	Badge
109	CVScvs.com	Consumer	59	agents-md.has-min-sections html.glossary-link +3	Badge
110	Greenhousegreenhouse.com	Enterprise SaaS	59	markdown.alternate-link markdown.content-negotiation +3	Badge
111	Juliadocs.julialang.org	Docs platform	59	markdown.alternate-link markdown.content-negotiation +3	Badge
112	LangChainpython.langchain.com	Docs platform	59	agents-md.has-min-sections code.language-tags +3	Badge
113	Nintendonintendo.com	Consumer	59	agents-md.exists html.glossary-link +3	Badge
114	PyTorchdocs.pytorch.org	Docs platform	59	html.glossary-link html.headings +3	Badge
115	USA.govusa.gov	Reference	59	agents-md.exists html.glossary-link +3	Badge
116	Wells Fargowellsfargo.com	Consumer	59	agents-md.exists html.glossary-link +3	Badge
117	Asanaasana.com	Enterprise SaaS	58	html.glossary-link markdown.alternate-link +3	Badge
118	Atlassianatlassian.com	Enterprise SaaS	58	html.glossary-link html.json-ld.date-modified +3	Badge
119	GitLab Docsdocs.gitlab.com	Docs platform	58	html.glossary-link html.json-ld.breadcrumb +3	Badge
120	Klarnaklarna.com	Consumer	58	agents-md.exists html.glossary-link +3	Badge
121	Neo4jneo4j.com	Docs platform	58	html.glossary-link html.json-ld +3	Badge
122	Plaid Docsplaid.com	Docs platform	58	html.glossary-link markdown.alternate-link +3	Badge
123	web.devweb.dev	Docs platform	58	html.glossary-link markdown.alternate-link +3	Badge
124	Instacartinstacart.com	Consumer	57	agents-md.has-min-sections html.glossary-link +3	Badge
125	Steamstore.steampowered.com	Consumer	57	agents-md.has-min-sections html.glossary-link +3	Badge
126	UnitedHealth Groupunitedhealthgroup.com	Consumer	57	agents-md.has-min-sections html.glossary-link +3	Badge
127	Forbesforbes.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
128	Jestjestjs.io	Docs platform	56	html.glossary-link markdown.alternate-link +3	Badge
129	Kotlinkotlinlang.org	Docs platform	56	html.glossary-link markdown.alternate-link +3	Badge
130	NIHnih.gov	Reference	56	agents-md.exists html.glossary-link +3	Badge
131	NYT Cookingcooking.nytimes.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
132	Replicatereplicate.com	Dev tool	56	html.glossary-link html.og-description +3	Badge
133	Robloxroblox.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
134	SendGrid Docstwilio.com	Docs platform	56	html.glossary-link markdown.alternate-link +3	Badge
135	Slack APIapi.slack.com	Docs platform	56	http.status-200 http.content-type-html +3	Badge
136	SoundCloudsoundcloud.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
137	The Atlantictheatlantic.com	Consumer	56	agents-md.exists html.canonical-link +3	Badge
138	The New York Timesnytimes.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
139	The Vergetheverge.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
140	Dockerdocker.com	Dev tool	55	html.glossary-link html.text-ratio +3	Badge
141	Shopifyshopify.com	Enterprise SaaS	55	html.glossary-link markdown.alternate-link +3	Badge
142	TensorFlowtensorflow.org	Docs platform	55	html.glossary-link html.json-ld.date-modified +3	Badge
143	Cartacarta.com	Enterprise SaaS	54	discovery.indexed markdown.alternate-link +3	Badge
144	Duolingoduolingo.com	Consumer	54	agents-md.has-min-sections html.glossary-link +3	Badge
145	Google AI for Developersai.google.dev	Docs platform	54	html.glossary-link html.json-ld.date-modified +3	Badge
146	Netflixnetflix.com	Consumer	54	agents-md.has-min-sections html.canonical-link +3	Badge
147	Netlify Docsdocs.netlify.com	Docs platform	54	html.json-ld markdown.alternate-link +3	Badge
148	New Relic Docsdocs.newrelic.com	Docs platform	54	html.json-ld html.og-description +3	Badge
149	Adobeadobe.com	Enterprise SaaS	53	discovery.indexed html.glossary-link +3	Badge
150	Astrodocs.astro.build	Docs platform	53	html.glossary-link html.json-ld +3	Badge
151	Chasechase.com	Consumer	53	agents-md.has-min-sections html.glossary-link +3	Badge
152	MDN Web Docsdeveloper.mozilla.org	Docs platform	53	html.json-ld html.og-description +3	Badge
153	Notionnotion.com	Enterprise SaaS	53	html.glossary-link markdown.alternate-link +3	Badge
154	OpenAI Platform Docsplatform.openai.com	Docs platform	53	api.schema-link html.canonical-link +3	Badge
155	Radix UIradix-ui.com	Docs platform	53	discovery.indexed html.canonical-link +3	Badge
156	Rampramp.com	Enterprise SaaS	53	html.glossary-link markdown.alternate-link +3	Badge
157	Spotify Supportsupport.spotify.com	Enterprise SaaS	53	discovery.indexed html.glossary-link +3	Badge
158	webpackwebpack.js.org	Docs platform	53	html.json-ld html.lang-attribute +3	Badge
159	Zohozoho.com	Enterprise SaaS	53	html.glossary-link markdown.alternate-link +3	Badge
160	Discoverdiscover.com	Consumer	52	agents-md.exists html.glossary-link +3	Badge
161	Google Developersdevelopers.google.com	Docs platform	52	markdown.alternate-link markdown.canonical-header +3	Badge
162	Loomloom.com	Enterprise SaaS	52	html.glossary-link markdown.alternate-link +3	Badge
163	Merriam-Webstermerriam-webster.com	Reference	52	agents-md.exists html.glossary-link +3	Badge
164	NerdWalletnerdwallet.com	Consumer	52	agents-md.exists html.glossary-link +3	Badge
165	Node.jsnodejs.org	Docs platform	52	html.glossary-link html.json-ld +3	Badge
166	NPRnpr.org	Consumer	52	agents-md.exists html.glossary-link +3	Badge
167	Oktaokta.com	Enterprise SaaS	52	html.glossary-link html.text-ratio +3	Badge
168	Rubydocs.ruby-lang.org	Docs platform	52	discovery.indexed http.content-type-html +3	Badge
169	shadcn/uiui.shadcn.com	Docs platform	52	html.canonical-link html.glossary-link +3	Badge
170	Slackslack.com	Enterprise SaaS	52	http.status-200 http.content-type-html +3	Badge
171	USA Todayusatoday.com	Consumer	52	agents-md.exists html.glossary-link +3	Badge
172	WebMDwebmd.com	Consumer	52	agents-md.exists html.glossary-link +3	Badge
173	Wikipedia (English)en.wikipedia.org	Reference	52	agents-md.exists html.glossary-link +3	Badge
174	World Health Organizationwho.int	Reference	52	agents-md.exists html.glossary-link +3	Badge
175	Deloittewww2.deloitte.com	Enterprise SaaS	51	html.glossary-link html.text-ratio +3	Badge
176	Dropboxdropbox.com	Enterprise SaaS	51	html.glossary-link markdown.alternate-link +3	Badge
177	Intercomintercom.com	Enterprise SaaS	51	markdown.alternate-link markdown.mirror-suffix +3	Badge
178	LlamaIndexdocs.llamaindex.ai	Docs platform	51	html.glossary-link html.json-ld +3	Badge
179	Mercurymercury.com	Enterprise SaaS	51	markdown.alternate-link html.glossary-link +3	Badge
180	Segment Docssegment.com	Docs platform	51	html.glossary-link html.text-ratio +3	Badge
181	Swiftswift.org	Docs platform	51	discovery.indexed html.json-ld +3	Badge
182	Twitchtwitch.tv	Consumer	51	agents-md.has-min-sections html.glossary-link +3	Badge
183	Walgreenswalgreens.com	Consumer	51	agents-md.has-min-sections html.glossary-link +3	Badge
184	Ziglearnzig.guide	Docs platform	51	html.glossary-link markdown.alternate-link +3	Badge
185	PostgreSQLpostgresql.org	Docs platform	50	html.canonical-link html.glossary-link +3	Badge
186	Stripestripe.com	Enterprise SaaS	50	markdown.alternate-link html.glossary-link +3	Badge
187	Workdayworkday.com	Enterprise SaaS	50	discovery.indexed markdown.alternate-link +3	Badge
188	Apple Supportsupport.apple.com	Enterprise SaaS	49	discovery.indexed html.glossary-link +3	Badge
189	OCamlocaml.org	Docs platform	49	html.glossary-link html.json-ld +3	Badge
190	Postmanpostman.com	Dev tool	49	html.canonical-link html.glossary-link +3	Badge
191	Sveltesvelte.dev	Docs platform	49	discovery.indexed html.json-ld +3	Badge
192	Dictionary.comdictionary.com	Reference	48	agents-md.exists html.glossary-link +3	Badge
193	Figmafigma.com	Enterprise SaaS	48	html.glossary-link markdown.alternate-link +3	Badge
194	Kaiser Permanentehealthy.kaiserpermanente.org	Consumer	48	agents-md.exists html.glossary-link +3	Badge
195	LinkedInlinkedin.com	Consumer	48	agents-md.exists html.glossary-link +3	Badge
196	Miromiro.com	Enterprise SaaS	48	discovery.indexed html.glossary-link +3	Badge
197	W3Schoolsw3schools.com	Consumer	48	agents-md.exists html.canonical-link +3	Badge
198	1Password1password.com	Enterprise SaaS	47	discovery.indexed html.glossary-link +3	Badge
199	Anthropicanthropic.com	Dev tool	47	html.glossary-link markdown.alternate-link +3	Badge
200	GitHub Docsdocs.github.com	Docs platform	47	http.content-type-html http.status-200 +3	Badge
201	Google Cloud Docscloud.google.com	Docs platform	47	discovery.indexed html.json-ld.date-modified +3	Badge
202	Redisredis.io	Docs platform	47	html.glossary-link html.json-ld +3	Badge
203	TanStacktanstack.com	Docs platform	47	html.glossary-link html.json-ld +3	Badge
204	Trellotrello.com	Enterprise SaaS	47	html.glossary-link html.json-ld +3	Badge
205	PayPal Developerdeveloper.paypal.com	Docs platform	46	http.status-200 html.glossary-link +3	Badge
206	SolidJSsolidjs.com	Docs platform	46	agents-md.has-min-sections discovery.indexed +3	Badge
207	Clojureclojure.org	Docs platform	45	html.canonical-link html.json-ld +3	Badge
208	Delldell.com	Enterprise SaaS	45	html.glossary-link markdown.alternate-link +3	Badge
209	Fly.io Docsfly.io	Docs platform	45	html.glossary-link markdown.alternate-link +3	Badge
210	Pythondocs.python.org	Docs platform	45	http.content-type-html html.json-ld +3	Badge
211	SAPsap.com	Enterprise SaaS	45	html.glossary-link html.headings +3	Badge
212	YouTubeyoutube.com	Consumer	45	agents-md.exists html.glossary-link +3	Badge
213	Erlang/OTPerlang.org	Docs platform	44	discovery.indexed html.glossary-link +3	Badge
214	Khan Academykhanacademy.org	Consumer	44	agents-md.has-min-sections html.glossary-link +3	Badge
215	Perlperldoc.perl.org	Docs platform	44	discovery.indexed html.json-ld +3	Badge
216	Playwrightplaywright.dev	Docs platform	44	html.glossary-link markdown.alternate-link +3	Badge
217	Apache Airflowairflow.apache.org	Docs platform	43	markdown.alternate-link markdown.content-negotiation +3	Badge
218	Blueskybsky.app	Consumer	43	agents-md.exists html.glossary-link +3	Badge
219	Charles Schwabschwab.com	Consumer	43	agents-md.has-min-sections html.canonical-link +3	Badge
220	Crystalcrystal-lang.org	Docs platform	43	discovery.indexed http.content-type-html +3	Badge
221	Jupyterdocs.jupyter.org	Docs platform	43	discovery.indexed html.canonical-link +3	Badge
222	NumPynumpy.org	Docs platform	43	html.canonical-link html.json-ld +3	Badge
223	The Guardiantheguardian.com	Consumer	43	agents-md.exists html.glossary-link +3	Badge
224	Coinbasecoinbase.com	Consumer	42	agents-md.exists html.canonical-link +3	Badge
225	Zoomzoom.com	Enterprise SaaS	42	html.glossary-link markdown.alternate-link +3	Badge
226	Apache Cassandracassandra.apache.org	Docs platform	41	http.content-type-html http.status-200 +3	Badge
227	Grubhubgrubhub.com	Consumer	41	agents-md.has-min-sections html.canonical-link +3	Badge
228	HubSpothubspot.com	Enterprise SaaS	41	html.glossary-link markdown.alternate-link +3	Badge
229	monday.commonday.com	Enterprise SaaS	41	html.glossary-link markdown.alternate-link +3	Badge
230	Nimnim-lang.org	Docs platform	41	discovery.indexed html.glossary-link +3	Badge
231	OpenAIopenai.com	Dev tool	41	html.canonical-link html.glossary-link +3	Badge
232	PostHog Docsposthog.com	Docs platform	41	api.schema-link html.canonical-link +3	Badge
233	Accentureaccenture.com	Enterprise SaaS	40	html.glossary-link html.text-ratio +3	Badge
234	Codecademycodecademy.com	Consumer	40	agents-md.exists html.canonical-link +3	Badge
235	GitHubgithub.com	Dev tool	40	html.glossary-link html.json-ld +3	Badge
236	Hugging Facehuggingface.co	Dev tool	40	html.glossary-link html.headings +3	Badge
237	Hugging Face Docshuggingface.co	Docs platform	40	html.glossary-link html.headings +3	Badge
238	NVIDIAnvidia.com	Enterprise SaaS	40	html.glossary-link markdown.alternate-link +3	Badge
239	Salesforcesalesforce.com	Enterprise SaaS	40	html.glossary-link markdown.alternate-link +3	Badge
240	SoFisofi.com	Consumer	40	agents-md.exists html.canonical-link +3	Badge
241	TikToktiktok.com	Consumer	40	agents-md.exists html.canonical-link +3	Badge
242	Xx.com	Consumer	40	agents-md.has-min-sections html.canonical-link +3	Badge
243	Apache Sparkspark.apache.org	Docs platform	39	http.content-type-html http.status-200 +3	Badge
244	Haskellhaskell.org	Docs platform	38	discovery.indexed http.content-type-html +3	Badge
245	HPhp.com	Enterprise SaaS	38	html.glossary-link markdown.alternate-link +3	Badge
246	Mailchimpmailchimp.com	Enterprise SaaS	38	html.canonical-link html.glossary-link +3	Badge
247	Squarespacesquarespace.com	Enterprise SaaS	38	html.glossary-link html.headings +3	Badge
248	esbuildesbuild.github.io	Docs platform	37	discovery.indexed html.canonical-link +3	Badge
249	Oracleoracle.com	Enterprise SaaS	37	html.glossary-link html.meta-description +3	Badge
250	Tailwind CSStailwindcss.com	Docs platform	37	discovery.indexed html.canonical-link +3	Badge
251	Axiosaxios.com	Consumer	36	agents-md.exists html.canonical-link +3	Badge
252	Ciscocisco.com	Enterprise SaaS	36	html.glossary-link markdown.alternate-link +3	Badge
253	ESPNespn.com	Consumer	36	agents-md.has-min-sections html.canonical-link +3	Badge
254	GoodRxgoodrx.com	Consumer	36	agents-md.exists html.canonical-link +3	Badge
255	IMDbimdb.com	Consumer	36	agents-md.has-min-sections html.canonical-link +3	Badge
256	pandaspandas.pydata.org	Docs platform	36	discovery.indexed html.canonical-link +3	Badge
257	Remixremix.run	Docs platform	36	discovery.indexed html.canonical-link +3	Badge
258	Rustdoc.rust-lang.org	Docs platform	36	discovery.indexed html.json-ld +3	Badge
259	ServiceNowservicenow.com	Enterprise SaaS	36	html.canonical-link html.glossary-link +3	Badge
260	The Wall Street Journalwsj.com	Consumer	36	agents-md.exists html.canonical-link +3	Badge
261	TypeScripttypescriptlang.org	Docs platform	36	html.json-ld markdown.alternate-link +3	Badge
262	DoorDashdoordash.com	Consumer	35	agents-md.exists html.canonical-link +3	Badge
263	Encyclopedia Britannicabritannica.com	Reference	35	agents-md.exists html.canonical-link +3	Badge
264	Etsyetsy.com	Consumer	35	agents-md.exists html.canonical-link +3	Badge
265	Expediaexpedia.com	Consumer	35	agents-md.exists html.canonical-link +3	Badge
266	freeCodeCampfreecodecamp.org	Consumer	35	agents-md.exists html.canonical-link +3	Badge
267	Google Helpsupport.google.com	Enterprise SaaS	35	markdown.alternate-link markdown.content-negotiation +3	Badge
268	Hacker Newsnews.ycombinator.com	Reference	35	agents-md.exists html.canonical-link +3	Badge
269	Internet Archivearchive.org	Reference	35	agents-md.exists html.canonical-link +3	Badge
270	Lobsterslobste.rs	Reference	35	agents-md.exists html.canonical-link +3	Badge
271	Rolluprollupjs.org	Docs platform	35	discovery.indexed html.canonical-link +3	Badge
272	Samsungsamsung.com	Enterprise SaaS	35	html.canonical-link html.glossary-link +3	Badge
273	Scaladocs.scala-lang.org	Docs platform	34	discovery.indexed html.json-ld +3	Badge
274	Apache Kafkakafka.apache.org	Docs platform	33	agents-md.exists discovery.indexed +3	Badge
275	Gleamgleam.run	Docs platform	33	discovery.indexed html.canonical-link +3	Badge
276	PHPphp.net	Docs platform	33	discovery.indexed html.glossary-link +3	Badge
277	Pipedrivepipedrive.com	Enterprise SaaS	33	agents-md.exists discovery.indexed +3	Badge
278	SvelteKitkit.svelte.dev	Docs platform	33	agents-md.exists discovery.indexed +3	Badge
279	Allrecipesallrecipes.com	Consumer	32	agents-md.exists html.canonical-link +3	Badge
280	Gogo.dev	Docs platform	32	discovery.indexed markdown.alternate-link +3	Badge
281	Calendlycalendly.com	Enterprise SaaS	31	html.glossary-link markdown.alternate-link +3	Badge
282	scikit-learnscikit-learn.org	Docs platform	31	discovery.indexed html.json-ld +3	Badge
283	Amazonamazon.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
284	Booking.combooking.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
285	Intelintel.com	Enterprise SaaS	30	markdown.alternate-link markdown.content-negotiation +3	Badge
286	Politicopolitico.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
287	Stack Overflowstackoverflow.com	Reference	30	agents-md.exists html.canonical-link +3	Badge
288	The Economisteconomist.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
289	Tripadvisortripadvisor.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
290	Udemyudemy.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
291	Wayfairwayfair.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
292	AMDamd.com	Enterprise SaaS	29	agents-md.exists llms-txt.exists +3	Badge
293	BigQuerycloud.google.com	Docs platform	29	agents-md.exists discovery.in-page-link +3	Badge
294	Canvacanva.com	Enterprise SaaS	29	discovery.indexed html.canonical-link +3	Badge
295	IBMibm.com	Enterprise SaaS	29	agents-md.exists discovery.indexed +3	Badge
296	McKinsey & Companymckinsey.com	Enterprise SaaS	29	agents-md.exists llms-txt.exists +3	Badge
297	Microsoftmicrosoft.com	Enterprise SaaS	29	discovery.indexed markdown.alternate-link +3	Badge
298	MySQLdev.mysql.com	Docs platform	29	discovery.indexed html.canonical-link +3	Badge
299	Shopify Help Centerhelp.shopify.com	Enterprise SaaS	29	agents-md.exists discovery.indexed +3	Badge
300	Ars Technicaarstechnica.com	Consumer	28	agents-md.exists html.canonical-link +3	Badge
301	Hiltonhilton.com	Consumer	28	agents-md.exists html.canonical-link +3	Badge
302	Rocroc-lang.org	Docs platform	27	discovery.indexed html.canonical-link +3	Badge
303	SQLitesqlite.org	Docs platform	27	discovery.indexed html.canonical-link +3	Badge
304	Airbnb Help Centerairbnb.com	Enterprise SaaS	26	discovery.indexed html.glossary-link +3	Badge
305	Bloombergbloomberg.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
306	CDCcdc.gov	Reference	26	agents-md.exists html.canonical-link +3	Badge
307	Epic Gamesepicgames.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
308	Financial Timesft.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
309	Lualua.org	Docs platform	26	discovery.indexed http.content-type-html +3	Badge
310	Quizletquizlet.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
311	Reutersreuters.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
312	Yelpyelp.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
313	Azure Docslearn.microsoft.com	Docs platform	25	agents-md.exists discovery.indexed +3	Badge
314	PwCpwc.com	Enterprise SaaS	25	discovery.indexed html.glossary-link +3	Badge
315	Microsoft Supportsupport.microsoft.com	Enterprise SaaS	23	discovery.indexed html.glossary-link +3	Badge
316	Bank of Americabankofamerica.com	Consumer	22	agents-md.exists html.canonical-link +3	Badge
317	Lowe'slowes.com	Consumer	22	agents-md.exists html.canonical-link +3	Badge
318	Marriottmarriott.com	Consumer	22	agents-md.exists html.canonical-link +3	Badge
319	REIrei.com	Consumer	22	agents-md.exists html.canonical-link +3	Badge
320	Redditreddit.com	Reference	17	agents-md.exists html.canonical-link +3	Badge

324 sites ranked by overall a14y score, descending.
#	Site	Category	Score	Top failures	Badge
1	agentshagentsh.org	Dev tool	98	markdown.canonical-header markdown.content-negotiation +3	Badge
2	PostHog Docsposthog.com	Docs platform	97	api.schema-link html.canonical-link +3	Badge
3	Vercelvercel.com	Dev tool	77	html.glossary-link markdown.mirror-suffix +3	Badge
4	Vercel Docsvercel.com	Docs platform	77	html.glossary-link markdown.mirror-suffix +3	Badge
5	Brexbrex.com	Enterprise SaaS	75	html.glossary-link html.json-ld.breadcrumb +3	Badge
6	Gustogusto.com	Enterprise SaaS	74	html.json-ld markdown.alternate-link +3	Badge
7	Latticelattice.com	Enterprise SaaS	74	html.glossary-link markdown.alternate-link +3	Badge
8	OpenAI Platform Docsplatform.openai.com	Docs platform	74	api.schema-link html.canonical-link +3	Badge
9	Railway Docsdocs.railway.com	Docs platform	74	html.glossary-link markdown.alternate-link +3	Badge
10	edXedx.org	Consumer	73	agents-md.exists html.glossary-link +3	Badge
11	Herokuheroku.com	Dev tool	73	markdown.alternate-link markdown.content-negotiation +3	Badge
12	Leverlever.co	Enterprise SaaS	73	html.glossary-link markdown.alternate-link +3	Badge
13	Next.jsnextjs.org	Docs platform	73	html.json-ld.breadcrumb markdown.canonical-header +3	Badge
14	Nuxtnuxt.com	Docs platform	73	html.glossary-link html.json-ld.date-modified +3	Badge
15	Render Docsrender.com	Docs platform	72	html.glossary-link html.json-ld.breadcrumb +3	Badge
16	Supabase Docssupabase.com	Docs platform	72	markdown.canonical-header markdown.frontmatter +3	Badge
17	Supabasesupabase.com	Dev tool	71	html.canonical-link html.glossary-link +3	Badge
18	Airtableairtable.com	Enterprise SaaS	70	html.glossary-link markdown.alternate-link +3	Badge
19	Asanaasana.com	Enterprise SaaS	70	html.glossary-link markdown.alternate-link +3	Badge
20	Auth0auth0.com	Enterprise SaaS	70	html.glossary-link markdown.alternate-link +3	Badge
21	Cash Appcash.app	Consumer	70	agents-md.exists html.glossary-link +3	Badge
22	Greenhousegreenhouse.com	Enterprise SaaS	70	markdown.alternate-link markdown.content-negotiation +3	Badge
23	Sentry Docsdocs.sentry.io	Docs platform	70	html.glossary-link html.json-ld +3	Badge
24	Typeformtypeform.com	Enterprise SaaS	70	markdown.alternate-link markdown.content-negotiation +3	Badge
25	Brilliantbrilliant.org	Consumer	69	agents-md.exists html.glossary-link +3	Badge
26	ClickHouseclickhouse.com	Docs platform	69	markdown.alternate-link markdown.mirror-suffix +3	Badge
27	CockroachDBcockroachlabs.com	Docs platform	69	html.json-ld.breadcrumb html.json-ld.date-modified +3	Badge
28	Prismaprisma.io	Docs platform	69	html.glossary-link html.json-ld.date-modified +3	Badge
29	Notionnotion.com	Enterprise SaaS	68	html.glossary-link markdown.alternate-link +3	Badge
30	Shopifyshopify.com	Enterprise SaaS	68	html.glossary-link markdown.alternate-link +3	Badge
31	Shopify Dev Docsshopify.dev	Docs platform	68	html.glossary-link html.json-ld +3	Badge
32	Cartacarta.com	Enterprise SaaS	67	discovery.indexed markdown.alternate-link +3	Badge
33	Cleveland Clinicmy.clevelandclinic.org	Consumer	67	agents-md.exists html.glossary-link +3	Badge
34	Cypressdocs.cypress.io	Docs platform	67	html.glossary-link html.json-ld +3	Badge
35	Databricksdocs.databricks.com	Docs platform	67	html.json-ld.date-modified http.content-type-html +3	Badge
36	Datadog Docsdocs.datadoghq.com	Docs platform	67	code.language-tags html.json-ld +3	Badge
37	DuckDBduckdb.org	Docs platform	67	html.json-ld.breadcrumb markdown.alternate-link +3	Badge
38	Elastic Docselastic.co	Docs platform	67	html.json-ld.date-modified http.content-type-html +3	Badge
39	Humanahumana.com	Consumer	67	agents-md.exists html.glossary-link +3	Badge
40	Netlify Docsdocs.netlify.com	Docs platform	67	html.json-ld markdown.alternate-link +3	Badge
41	Rampramp.com	Enterprise SaaS	67	html.glossary-link markdown.alternate-link +3	Badge
42	Robinhoodrobinhood.com	Consumer	67	agents-md.has-min-sections html.glossary-link +3	Badge
43	Spotifyspotify.com	Consumer	67	agents-md.has-min-sections html.glossary-link +3	Badge
44	Anthropic Docsdocs.claude.com	Docs platform	66	html.json-ld markdown.alternate-link +3	Badge
45	Canyon Roadcanyonroad.ai	Dev tool	66	html.glossary-link markdown.alternate-link +3	Badge
46	Cloudflare Docsdevelopers.cloudflare.com	Docs platform	66	http.content-type-html markdown.canonical-header +3	Badge
47	Elixirelixir-lang.org	Docs platform	66	html.glossary-link markdown.alternate-link +3	Badge
48	Linearlinear.app	Enterprise SaaS	66	html.glossary-link html.json-ld +3	Badge
49	Linear API Docslinear.app	Docs platform	66	html.glossary-link html.json-ld +3	Badge
50	PayPalpaypal.com	Consumer	66	agents-md.has-min-sections html.glossary-link +3	Badge
51	Stytchstytch.com	Enterprise SaaS	66	html.json-ld markdown.alternate-link +3	Badge
52	Algolia Docsalgolia.com	Docs platform	65	discovery.indexed html.json-ld +3	Badge
53	ClickUpclickup.com	Enterprise SaaS	65	html.glossary-link html.json-ld +3	Badge
54	Cohere Docsdocs.cohere.com	Docs platform	65	html.glossary-link html.json-ld +3	Badge
55	dev.todev.to	Reference	65	agents-md.has-min-sections html.glossary-link +3	Badge
56	Dockerdocker.com	Dev tool	65	html.glossary-link html.text-ratio +3	Badge
57	Loomloom.com	Enterprise SaaS	65	html.glossary-link markdown.alternate-link +3	Badge
58	Netlifynetlify.com	Dev tool	65	html.glossary-link html.json-ld +3	Badge
59	Targettarget.com	Consumer	65	agents-md.exists html.glossary-link +3	Badge
60	Aetnaaetna.com	Consumer	64	agents-md.exists html.glossary-link +3	Badge
61	Dropboxdropbox.com	Enterprise SaaS	64	html.glossary-link markdown.alternate-link +3	Badge
62	Fidelityfidelity.com	Consumer	64	agents-md.exists html.glossary-link +3	Badge
63	GitLababout.gitlab.com	Dev tool	64	http.content-type-html html.glossary-link +3	Badge
64	Storybookstorybook.js.org	Docs platform	64	html.glossary-link html.json-ld.breadcrumb +3	Badge
65	Weather.comweather.com	Consumer	64	agents-md.exists html.glossary-link +3	Badge
66	web.devweb.dev	Docs platform	64	html.glossary-link markdown.alternate-link +3	Badge
67	1Password1password.com	Enterprise SaaS	63	discovery.indexed html.glossary-link +3	Badge
68	Appleapple.com	Enterprise SaaS	63	html.glossary-link markdown.alternate-link +3	Badge
69	Apple Musicmusic.apple.com	Consumer	63	agents-md.has-min-sections html.glossary-link +3	Badge
70	Capital Onecapitalone.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
71	Courseracoursera.org	Consumer	63	agents-md.exists html.glossary-link +3	Badge
72	Healthlinehealthline.com	Consumer	63	agents-md.has-min-sections html.glossary-link +3	Badge
73	Honeycomb Docsdocs.honeycomb.io	Docs platform	63	html.glossary-link markdown.alternate-link +3	Badge
74	Jestjestjs.io	Docs platform	63	html.glossary-link markdown.alternate-link +3	Badge
75	Kayakkayak.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
76	Lyftlyft.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
77	ngrok Docsngrok.com	Docs platform	63	html.json-ld.breadcrumb html.json-ld.date-modified +3	Badge
78	Nxnx.dev	Docs platform	63	markdown.alternate-link discovery.indexed +3	Badge
79	PlanetScaleplanetscale.com	Docs platform	63	html.json-ld.breadcrumb html.json-ld.date-modified +3	Badge
80	Teladoc Healthteladochealth.com	Consumer	63	agents-md.has-min-sections html.glossary-link +3	Badge
81	The New Yorkernewyorker.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
82	The World Bankworldbank.org	Reference	63	agents-md.exists html.glossary-link +3	Badge
83	Tursodocs.turso.tech	Docs platform	63	html.glossary-link markdown.alternate-link +3	Badge
84	Venmovenmo.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
85	Webflowwebflow.com	Enterprise SaaS	63	html.glossary-link html.json-ld +3	Badge
86	Wiredwired.com	Consumer	63	agents-md.exists html.glossary-link +3	Badge
87	dbtdocs.getdbt.com	Docs platform	62	markdown.alternate-link markdown.content-negotiation +3	Badge
88	Freshworksfreshworks.com	Enterprise SaaS	62	markdown.alternate-link markdown.content-negotiation +3	Badge
89	Replicatereplicate.com	Dev tool	62	html.glossary-link html.og-description +3	Badge
90	Square Developerdeveloper.squareup.com	Docs platform	62	http.content-type-html http.status-200 +3	Badge
91	Uberuber.com	Consumer	62	agents-md.exists http.content-type-html +3	Badge
92	UnitedHealth Groupunitedhealthgroup.com	Consumer	62	agents-md.has-min-sections html.glossary-link +3	Badge
93	Vanguardinvestor.vanguard.com	Consumer	62	agents-md.has-min-sections html.glossary-link +3	Badge
94	Walmartwalmart.com	Consumer	62	agents-md.exists html.glossary-link +3	Badge
95	American Expressamericanexpress.com	Consumer	61	agents-md.exists html.glossary-link +3	Badge
96	AP Newsapnews.com	Consumer	61	agents-md.exists html.glossary-link +3	Badge
97	Bunbun.sh	Docs platform	61	html.glossary-link html.json-ld.breadcrumb +3	Badge
98	Deloittewww2.deloitte.com	Enterprise SaaS	61	html.glossary-link html.text-ratio +3	Badge
99	Juliadocs.julialang.org	Docs platform	61	markdown.alternate-link markdown.content-negotiation +3	Badge
100	Notion API Docsdevelopers.notion.com	Docs platform	61	api.schema-link markdown.alternate-link +3	Badge
101	Vitevite.dev	Docs platform	61	html.json-ld markdown.alternate-link +3	Badge
102	Airbnbairbnb.com	Consumer	60	agents-md.exists html.glossary-link +3	Badge
103	DigitalOcean Docsdocs.digitalocean.com	Docs platform	60	html.og-description html.og-title +3	Badge
104	Discorddiscord.com	Consumer	60	agents-md.exists html.glossary-link +3	Badge
105	Google AI for Developersai.google.dev	Docs platform	60	html.glossary-link html.json-ld.date-modified +3	Badge
106	Grafana Docsgrafana.com	Docs platform	60	markdown.alternate-link markdown.content-negotiation +3	Badge
107	IKEAikea.com	Consumer	60	agents-md.exists html.glossary-link +3	Badge
108	JetBrainsjetbrains.com	Dev tool	60	html.glossary-link markdown.alternate-link +3	Badge
109	Mayo Clinicmayoclinic.org	Consumer	60	agents-md.has-min-sections html.glossary-link +3	Badge
110	Miromiro.com	Enterprise SaaS	60	discovery.indexed html.glossary-link +3	Badge
111	MongoDBmongodb.com	Docs platform	60	html.json-ld.date-modified html.og-description +3	Badge
112	Segment Docssegment.com	Docs platform	60	html.glossary-link html.text-ratio +3	Badge
113	Stripestripe.com	Enterprise SaaS	60	markdown.alternate-link html.glossary-link +3	Badge
114	The Home Depothomedepot.com	Consumer	60	agents-md.exists html.glossary-link +3	Badge
115	Zoom Supportsupport.zoom.com	Enterprise SaaS	60	agents-md.has-min-sections discovery.indexed +3	Badge
116	AWS Documentationdocs.aws.amazon.com	Docs platform	59	html.og-description html.og-title +3	Badge
117	BBCbbc.com	Consumer	59	agents-md.exists html.glossary-link +3	Badge
118	CNNcnn.com	Consumer	59	agents-md.exists html.glossary-link +3	Badge
119	CVScvs.com	Consumer	59	agents-md.has-min-sections html.glossary-link +3	Badge
120	Mistral AI Docsdocs.mistral.ai	Docs platform	59	html.canonical-link html.json-ld +3	Badge
121	Nintendonintendo.com	Consumer	59	agents-md.exists html.glossary-link +3	Badge
122	Rubydocs.ruby-lang.org	Docs platform	59	discovery.indexed http.content-type-html +3	Badge
123	SendGrid Docstwilio.com	Docs platform	59	html.glossary-link markdown.alternate-link +3	Badge
124	Steamstore.steampowered.com	Consumer	59	agents-md.has-min-sections html.glossary-link +3	Badge
125	Stripe Docsdocs.stripe.com	Docs platform	59	html.json-ld markdown.alternate-link +3	Badge
126	USA.govusa.gov	Reference	59	agents-md.exists html.glossary-link +3	Badge
127	Wells Fargowellsfargo.com	Consumer	59	agents-md.exists html.glossary-link +3	Badge
128	Chasechase.com	Consumer	58	agents-md.has-min-sections html.glossary-link +3	Badge
129	Klarnaklarna.com	Consumer	58	agents-md.exists html.glossary-link +3	Badge
130	Mercurymercury.com	Enterprise SaaS	58	markdown.alternate-link html.glossary-link +3	Badge
131	Neo4jneo4j.com	Docs platform	58	html.glossary-link html.json-ld +3	Badge
132	Reactreact.dev	Docs platform	58	api.schema-link discovery.indexed +3	Badge
133	Vue.jsvuejs.org	Docs platform	58	html.canonical-link html.json-ld +3	Badge
134	Zohozoho.com	Enterprise SaaS	58	html.glossary-link markdown.alternate-link +3	Badge
135	Denodocs.deno.com	Docs platform	57	html.canonical-link html.glossary-link +3	Badge
136	Instacartinstacart.com	Consumer	57	agents-md.has-min-sections html.glossary-link +3	Badge
137	MDN Web Docsdeveloper.mozilla.org	Docs platform	57	html.json-ld html.og-description +3	Badge
138	Oktaokta.com	Enterprise SaaS	57	html.glossary-link html.text-ratio +3	Badge
139	Radix UIradix-ui.com	Docs platform	57	discovery.indexed html.canonical-link +3	Badge
140	TensorFlowtensorflow.org	Docs platform	57	html.glossary-link html.json-ld.date-modified +3	Badge
141	Angularangular.dev	Docs platform	56	html.glossary-link html.json-ld +3	Badge
142	Duolingoduolingo.com	Consumer	56	agents-md.has-min-sections html.glossary-link +3	Badge
143	Forbesforbes.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
144	Google Developersdevelopers.google.com	Docs platform	56	markdown.alternate-link markdown.canonical-header +3	Badge
145	LangChainpython.langchain.com	Docs platform	56	agents-md.has-min-sections code.language-tags +3	Badge
146	New Relic Docsdocs.newrelic.com	Docs platform	56	html.json-ld html.og-description +3	Badge
147	NIHnih.gov	Reference	56	agents-md.exists html.glossary-link +3	Badge
148	NYT Cookingcooking.nytimes.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
149	Robloxroblox.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
150	SoundCloudsoundcloud.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
151	The Atlantictheatlantic.com	Consumer	56	agents-md.exists html.canonical-link +3	Badge
152	The New York Timesnytimes.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
153	The Vergetheverge.com	Consumer	56	agents-md.exists html.glossary-link +3	Badge
154	Turborepoturborepo.com	Docs platform	56	html.json-ld html.canonical-link +3	Badge
155	Vitestvitest.dev	Docs platform	56	discovery.indexed html.glossary-link +3	Badge
156	Walgreenswalgreens.com	Consumer	56	agents-md.has-min-sections html.glossary-link +3	Badge
157	Workdayworkday.com	Enterprise SaaS	56	discovery.indexed markdown.alternate-link +3	Badge
158	Astrodocs.astro.build	Docs platform	55	html.glossary-link html.json-ld +3	Badge
159	Cloudflarecloudflare.com	Dev tool	55	html.glossary-link markdown.canonical-header +3	Badge
160	Ziglearnzig.guide	Docs platform	55	html.glossary-link markdown.alternate-link +3	Badge
161	Apple Supportsupport.apple.com	Enterprise SaaS	54	discovery.indexed html.glossary-link +3	Badge
162	Best Buybestbuy.com	Consumer	54	discovery.indexed html.glossary-link +3	Badge
163	Kotlinkotlinlang.org	Docs platform	54	html.glossary-link markdown.alternate-link +3	Badge
164	OCamlocaml.org	Docs platform	54	html.glossary-link html.json-ld +3	Badge
165	Slackslack.com	Enterprise SaaS	54	http.status-200 http.content-type-html +3	Badge
166	Slack APIapi.slack.com	Docs platform	54	http.status-200 http.content-type-html +3	Badge
167	Snowflakedocs.snowflake.com	Docs platform	54	html.json-ld html.og-description +3	Badge
168	Swiftswift.org	Docs platform	54	discovery.indexed html.json-ld +3	Badge
169	Tailwind CSStailwindcss.com	Docs platform	54	discovery.indexed html.canonical-link +3	Badge
170	Twilio Docstwilio.com	Docs platform	54	html.json-ld html.og-description +3	Badge
171	webpackwebpack.js.org	Docs platform	54	html.json-ld html.lang-attribute +3	Badge
172	Couchbasedocs.couchbase.com	Docs platform	53	html.json-ld html.og-description +3	Badge
173	Twitchtwitch.tv	Consumer	53	agents-md.has-min-sections html.glossary-link +3	Badge
174	Adobeadobe.com	Enterprise SaaS	52	discovery.indexed html.glossary-link +3	Badge
175	Discoverdiscover.com	Consumer	52	agents-md.exists html.glossary-link +3	Badge
176	Drizzle ORMorm.drizzle.team	Docs platform	52	html.canonical-link html.glossary-link +3	Badge
177	Fly.io Docsfly.io	Docs platform	52	html.glossary-link markdown.alternate-link +3	Badge
178	Merriam-Webstermerriam-webster.com	Reference	52	agents-md.exists html.glossary-link +3	Badge
179	NerdWalletnerdwallet.com	Consumer	52	agents-md.exists html.glossary-link +3	Badge
180	NPRnpr.org	Consumer	52	agents-md.exists html.glossary-link +3	Badge
181	USA Todayusatoday.com	Consumer	52	agents-md.exists html.glossary-link +3	Badge
182	WebMDwebmd.com	Consumer	52	agents-md.exists html.glossary-link +3	Badge
183	Wikipedia (English)en.wikipedia.org	Reference	52	agents-md.exists html.glossary-link +3	Badge
184	World Health Organizationwho.int	Reference	52	agents-md.exists html.glossary-link +3	Badge
185	shadcn/uiui.shadcn.com	Docs platform	51	html.canonical-link html.glossary-link +3	Badge
186	Erlang/OTPerlang.org	Docs platform	50	discovery.indexed html.glossary-link +3	Badge
187	GitLab Docsdocs.gitlab.com	Docs platform	50	html.glossary-link html.json-ld.breadcrumb +3	Badge
188	Netflixnetflix.com	Consumer	50	agents-md.has-min-sections html.canonical-link +3	Badge
189	PostgreSQLpostgresql.org	Docs platform	50	html.canonical-link html.glossary-link +3	Badge
190	Spotify Supportsupport.spotify.com	Enterprise SaaS	50	discovery.indexed html.glossary-link +3	Badge
191	Atlassianatlassian.com	Enterprise SaaS	49	html.glossary-link html.json-ld.date-modified +3	Badge
192	Anthropicanthropic.com	Dev tool	48	html.glossary-link markdown.alternate-link +3	Badge
193	Dictionary.comdictionary.com	Reference	48	agents-md.exists html.glossary-link +3	Badge
194	Intercomintercom.com	Enterprise SaaS	48	markdown.alternate-link markdown.mirror-suffix +3	Badge
195	Kaiser Permanentehealthy.kaiserpermanente.org	Consumer	48	agents-md.exists html.glossary-link +3	Badge
196	LinkedInlinkedin.com	Consumer	48	agents-md.exists html.glossary-link +3	Badge
197	LlamaIndexdocs.llamaindex.ai	Docs platform	48	html.glossary-link html.json-ld +3	Badge
198	Node.jsnodejs.org	Docs platform	48	html.glossary-link html.json-ld +3	Badge
199	W3Schoolsw3schools.com	Consumer	48	agents-md.exists html.canonical-link +3	Badge
200	Redisredis.io	Docs platform	47	html.glossary-link html.json-ld +3	Badge
201	SolidJSsolidjs.com	Docs platform	47	agents-md.has-min-sections discovery.indexed +3	Badge
202	TanStacktanstack.com	Docs platform	47	html.glossary-link html.json-ld +3	Badge
203	Google Cloud Docscloud.google.com	Docs platform	46	discovery.indexed html.json-ld.date-modified +3	Badge
204	Perlperldoc.perl.org	Docs platform	46	discovery.indexed html.json-ld +3	Badge
205	SAPsap.com	Enterprise SaaS	46	html.glossary-link html.headings +3	Badge
206	YouTubeyoutube.com	Consumer	46	agents-md.exists html.glossary-link +3	Badge
207	Khan Academykhanacademy.org	Consumer	45	agents-md.has-min-sections html.glossary-link +3	Badge
208	PyTorchdocs.pytorch.org	Docs platform	45	html.glossary-link html.headings +3	Badge
209	Zigziglang.org	Docs platform	45	discovery.indexed http.content-type-html +3	Badge
210	Charles Schwabschwab.com	Consumer	44	agents-md.has-min-sections html.canonical-link +3	Badge
211	GitHub Docsdocs.github.com	Docs platform	44	http.content-type-html http.status-200 +3	Badge
212	Blueskybsky.app	Consumer	43	agents-md.exists html.glossary-link +3	Badge
213	The Guardiantheguardian.com	Consumer	43	agents-md.exists html.glossary-link +3	Badge
214	Apache Cassandracassandra.apache.org	Docs platform	42	http.content-type-html http.status-200 +3	Badge
215	Coinbasecoinbase.com	Consumer	42	agents-md.exists html.canonical-link +3	Badge
216	Delldell.com	Enterprise SaaS	42	html.glossary-link markdown.alternate-link +3	Badge
217	esbuildesbuild.github.io	Docs platform	42	discovery.indexed html.canonical-link +3	Badge
218	Figmafigma.com	Enterprise SaaS	42	html.glossary-link markdown.alternate-link +3	Badge
219	Grubhubgrubhub.com	Consumer	42	agents-md.has-min-sections html.canonical-link +3	Badge
220	PayPal Developerdeveloper.paypal.com	Docs platform	42	http.status-200 html.glossary-link +3	Badge
221	Pythondocs.python.org	Docs platform	42	http.content-type-html html.json-ld +3	Badge
222	NumPynumpy.org	Docs platform	41	html.canonical-link html.json-ld +3	Badge
223	Xx.com	Consumer	41	agents-md.has-min-sections html.canonical-link +3	Badge
224	Codecademycodecademy.com	Consumer	40	agents-md.exists html.canonical-link +3	Badge
225	SoFisofi.com	Consumer	40	agents-md.exists html.canonical-link +3	Badge
226	Sveltesvelte.dev	Docs platform	40	discovery.indexed html.json-ld +3	Badge
227	TikToktiktok.com	Consumer	40	agents-md.exists html.canonical-link +3	Badge
228	Gogo.dev	Docs platform	39	discovery.indexed markdown.alternate-link +3	Badge
229	Apache Airflowairflow.apache.org	Docs platform	38	markdown.alternate-link markdown.content-negotiation +3	Badge
230	Apache Sparkspark.apache.org	Docs platform	38	http.content-type-html http.status-200 +3	Badge
231	Clojureclojure.org	Docs platform	38	html.canonical-link html.json-ld +3	Badge
232	HubSpothubspot.com	Enterprise SaaS	38	html.glossary-link markdown.alternate-link +3	Badge
233	Nimnim-lang.org	Docs platform	38	discovery.indexed html.glossary-link +3	Badge
234	Plaid Docsplaid.com	Docs platform	38	html.glossary-link markdown.alternate-link +3	Badge
235	Remixremix.run	Docs platform	38	discovery.indexed html.canonical-link +3	Badge
236	Scaladocs.scala-lang.org	Docs platform	38	discovery.indexed html.json-ld +3	Badge
237	pandaspandas.pydata.org	Docs platform	37	discovery.indexed html.canonical-link +3	Badge
238	Playwrightplaywright.dev	Docs platform	37	html.glossary-link markdown.alternate-link +3	Badge
239	Rolluprollupjs.org	Docs platform	37	discovery.indexed html.canonical-link +3	Badge
240	Trellotrello.com	Enterprise SaaS	37	html.glossary-link html.json-ld +3	Badge
241	Axiosaxios.com	Consumer	36	agents-md.exists html.canonical-link +3	Badge
242	Gleamgleam.run	Docs platform	36	discovery.indexed html.canonical-link +3	Badge
243	GoodRxgoodrx.com	Consumer	36	agents-md.exists html.canonical-link +3	Badge
244	The Wall Street Journalwsj.com	Consumer	36	agents-md.exists html.canonical-link +3	Badge
245	Zendeskzendesk.com	Enterprise SaaS	36	html.glossary-link markdown.alternate-link +3	Badge
246	Accentureaccenture.com	Enterprise SaaS	35	html.glossary-link html.text-ratio +3	Badge
247	DoorDashdoordash.com	Consumer	35	agents-md.exists html.canonical-link +3	Badge
248	Encyclopedia Britannicabritannica.com	Reference	35	agents-md.exists html.canonical-link +3	Badge
249	Etsyetsy.com	Consumer	35	agents-md.exists html.canonical-link +3	Badge
250	Expediaexpedia.com	Consumer	35	agents-md.exists html.canonical-link +3	Badge
251	freeCodeCampfreecodecamp.org	Consumer	35	agents-md.exists html.canonical-link +3	Badge
252	Hacker Newsnews.ycombinator.com	Reference	35	agents-md.exists html.canonical-link +3	Badge
253	Internet Archivearchive.org	Reference	35	agents-md.exists html.canonical-link +3	Badge
254	Lobsterslobste.rs	Reference	35	agents-md.exists html.canonical-link +3	Badge
255	Postmanpostman.com	Dev tool	35	html.canonical-link html.glossary-link +3	Badge
256	Rustdoc.rust-lang.org	Docs platform	35	discovery.indexed html.json-ld +3	Badge
257	Zoomzoom.com	Enterprise SaaS	35	html.glossary-link markdown.alternate-link +3	Badge
258	ESPNespn.com	Consumer	34	agents-md.has-min-sections html.canonical-link +3	Badge
259	IMDbimdb.com	Consumer	34	agents-md.has-min-sections html.canonical-link +3	Badge
260	scikit-learnscikit-learn.org	Docs platform	34	discovery.indexed html.json-ld +3	Badge
261	Apache Kafkakafka.apache.org	Docs platform	33	agents-md.exists discovery.indexed +3	Badge
262	Crystalcrystal-lang.org	Docs platform	33	discovery.indexed http.content-type-html +3	Badge
263	Pipedrivepipedrive.com	Enterprise SaaS	33	agents-md.exists discovery.indexed +3	Badge
264	SvelteKitkit.svelte.dev	Docs platform	33	agents-md.exists discovery.indexed +3	Badge
265	TypeScripttypescriptlang.org	Docs platform	33	html.json-ld markdown.alternate-link +3	Badge
266	Allrecipesallrecipes.com	Consumer	32	agents-md.exists html.canonical-link +3	Badge
267	Haskellhaskell.org	Docs platform	32	discovery.indexed http.content-type-html +3	Badge
268	Hugging Facehuggingface.co	Dev tool	32	html.glossary-link html.headings +3	Badge
269	Hugging Face Docshuggingface.co	Docs platform	32	html.glossary-link html.headings +3	Badge
270	Jupyterdocs.jupyter.org	Docs platform	32	discovery.indexed html.canonical-link +3	Badge
271	monday.commonday.com	Enterprise SaaS	32	html.glossary-link markdown.alternate-link +3	Badge
272	GitHubgithub.com	Dev tool	31	html.glossary-link html.json-ld +3	Badge
273	Mailchimpmailchimp.com	Enterprise SaaS	31	html.canonical-link html.glossary-link +3	Badge
274	SQLitesqlite.org	Docs platform	31	discovery.indexed html.canonical-link +3	Badge
275	Amazonamazon.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
276	Booking.combooking.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
277	Politicopolitico.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
278	ServiceNowservicenow.com	Enterprise SaaS	30	html.canonical-link html.glossary-link +3	Badge
279	Stack Overflowstackoverflow.com	Reference	30	agents-md.exists html.canonical-link +3	Badge
280	The Economisteconomist.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
281	Tripadvisortripadvisor.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
282	Udemyudemy.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
283	Wayfairwayfair.com	Consumer	30	agents-md.exists html.canonical-link +3	Badge
284	AMDamd.com	Enterprise SaaS	29	agents-md.exists llms-txt.exists +3	Badge
285	Canvacanva.com	Enterprise SaaS	29	discovery.indexed html.canonical-link +3	Badge
286	IBMibm.com	Enterprise SaaS	29	agents-md.exists discovery.indexed +3	Badge
287	McKinsey & Companymckinsey.com	Enterprise SaaS	29	agents-md.exists llms-txt.exists +3	Badge
288	OpenAIopenai.com	Dev tool	29	html.canonical-link html.glossary-link +3	Badge
289	Shopify Help Centerhelp.shopify.com	Enterprise SaaS	29	agents-md.exists discovery.indexed +3	Badge
290	Ars Technicaarstechnica.com	Consumer	28	agents-md.exists html.canonical-link +3	Badge
291	Calendlycalendly.com	Enterprise SaaS	28	html.glossary-link markdown.alternate-link +3	Badge
292	Google Helpsupport.google.com	Enterprise SaaS	28	markdown.alternate-link markdown.content-negotiation +3	Badge
293	Hiltonhilton.com	Consumer	28	agents-md.exists html.canonical-link +3	Badge
294	HPhp.com	Enterprise SaaS	28	html.glossary-link markdown.alternate-link +3	Badge
295	Lualua.org	Docs platform	28	discovery.indexed http.content-type-html +3	Badge
296	Microsoftmicrosoft.com	Enterprise SaaS	28	discovery.indexed markdown.alternate-link +3	Badge
297	NVIDIAnvidia.com	Enterprise SaaS	28	html.glossary-link markdown.alternate-link +3	Badge
298	Squarespacesquarespace.com	Enterprise SaaS	28	html.glossary-link html.headings +3	Badge
299	Bloombergbloomberg.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
300	CDCcdc.gov	Reference	26	agents-md.exists html.canonical-link +3	Badge
301	Epic Gamesepicgames.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
302	Financial Timesft.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
303	Quizletquizlet.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
304	Reutersreuters.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
305	Salesforcesalesforce.com	Enterprise SaaS	26	html.glossary-link markdown.alternate-link +3	Badge
306	Yelpyelp.com	Consumer	26	agents-md.exists html.canonical-link +3	Badge
307	Azure Docslearn.microsoft.com	Docs platform	25	agents-md.exists discovery.indexed +3	Badge
308	Intelintel.com	Enterprise SaaS	25	markdown.alternate-link markdown.content-negotiation +3	Badge
309	Oracleoracle.com	Enterprise SaaS	25	html.glossary-link html.meta-description +3	Badge
310	Costcocostco.com	Consumer	24	html.canonical-link html.glossary-link +3	Badge
311	Airbnb Help Centerairbnb.com	Enterprise SaaS	22	discovery.indexed html.glossary-link +3	Badge
312	Bank of Americabankofamerica.com	Consumer	22	agents-md.exists html.canonical-link +3	Badge
313	Lowe'slowes.com	Consumer	22	agents-md.exists html.canonical-link +3	Badge
314	Marriottmarriott.com	Consumer	22	agents-md.exists html.canonical-link +3	Badge
315	REIrei.com	Consumer	22	agents-md.exists html.canonical-link +3	Badge
316	Rocroc-lang.org	Docs platform	22	discovery.indexed html.canonical-link +3	Badge
317	BigQuerycloud.google.com	Docs platform	21	agents-md.exists discovery.indexed +3	Badge
318	Ciscocisco.com	Enterprise SaaS	21	html.glossary-link markdown.alternate-link +3	Badge
319	PwCpwc.com	Enterprise SaaS	21	discovery.indexed html.glossary-link +3	Badge
320	PHPphp.net	Docs platform	19	discovery.indexed html.glossary-link +3	Badge
321	MySQLdev.mysql.com	Docs platform	18	discovery.indexed html.canonical-link +3	Badge
322	Samsungsamsung.com	Enterprise SaaS	18	html.canonical-link html.glossary-link +3	Badge
323	Redditreddit.com	Reference	17	agents-md.exists html.canonical-link +3	Badge
324	Microsoft Supportsupport.microsoft.com	Enterprise SaaS	15	discovery.indexed html.glossary-link +3	Badge

Score distribution

How are the 320 scores distributed across the catalog? Each bar counts the sites whose overall score falls in that 10-point bucket. Most sites cluster between 40 and 70: the long climb to a high score starts only once a site ships llms.txt, an AGENTS.md, and a markdown sitemap, the three site-level checks that a single template change can flip from failing to passing.

Mean score by category

Docs platforms tend to score the highest because their authors think hardest about machine consumers; many already ship llms.txt and an AGENTS.md. Consumer sites like news, retail, and reference sit at the bottom: they were built for human eyes, hide content behind cookie banners and JavaScript, and rarely surface the machine-readable signals an agent needs to navigate them.

Hardest checks to pass

For each check id, the percentage of sites where the check fully passed (every occurrence across every page returned pass). Sorted hardest first; filtered to checks applicable to ≥5 sites. The pile-up of zeroes and single-digit pass rates near the top is the most actionable list on this page: they're the cheapest scorecard wins every site is leaving on the table.

How this leaderboard is built

Scoring

Every site is scanned with the open-source a14y CLI pinned to scorecard v0.3.0-draft. Each site gets one site-mode crawl (≤50 pages, polite-delayed) or a single page-mode audit for very large consumer sites where crawling every page would be wasteful or hostile. The score is the simple ratio passed / applicable across every check on every page, the same number the CLI prints when you run it locally, so a site owner's local result matches the leaderboard exactly.

Catalog

The site list is hand-curated with deliberate ratios: at least half are technical documentation platforms (React, Stripe, AWS, etc.); at least a quarter are non-developer SaaS dashboards and help centers (Notion, Slack, Atlassian help); the rest are major consumer sites (Wikipedia, news, retail) audited in page mode so a single scan stays bounded. Want yours included? Open an issue.

Versioning

Scores from different scorecard versions are not directly comparable. When we ship a new scorecard version, every site is re-scanned against it before this page updates, so the leaderboard you're reading today compares apples to apples even as the scorecard itself evolves over time.