Agent Readiness Leaderboard

June 2026 Edition · 356 websites ranked by agent readiness

A monthly benchmark — any crawled site gets scored. Not a curated list of usable agents.

Looking for agents you can actually use with an AI assistant?

Browse the Agent Directory →
53/100
Average Score
83%
llms.txt Adoption
3%
Agent Card Adoption
2%
MCP Server Adoption

Key Findings

  • The average AI readiness grade is C (53/100)
  • Not a single site out of 356 earned an A grade
  • Only 83% of top websites serve an llms.txt file
  • Technical scores 87/100 on average, but Agent Auth lags at just 23
  • fastshot.ai leads the rankings with 73/100
  • Sales & Marketing leads by industry with an average score of 66/100
  • 6% of sites scored an F — failing AI readiness

Grade Distribution

A: 0
B: 89
C: 201
D: 46
F: 20

Category Averages

Technical
87
Agent Auth
23
Agent Discovery
39
Agent Protocols
46
Content Quality
64
Structured Data
49
Bot Accessibility
79
#SiteGradeScore
1fastshot.aiB73
2telnyx.comB73
3moss.devB72
4digits.comB71
5render.comB69
6preply.comB69
7slash.comB69
8razorpay.comB69
9planetscale.comB68
10getlilac.comB68
11open.cxB68
12jfrog.ioB67
13gptr.devB67
14blaxel.aiB67
15alpaca.marketsB67
16openfunnel.devB67
17wyze.comB66
18wyzecam.comB66
19didit.meB66
20attio.comB66
21heroku.comB66
22brightdata.comB65
23zeroentropy.devB65
24clickhouse.comB65
25coursera.orgB65
26parallel.aiB65
27vercel.comB64
28cohere.comB64
29dell.comB64
30optimizely.comB64
31mobalytics.ggB64
32notte.ccB64
33blink.newB64
34assembly.comB63
35workos.comB63
36firebaseapp.comB63
37alchemy.comB63
38monday.comB63
39danviet.vnB63
40ngrok.comB63
41arize.comB63
42quicknode.comB63
43trymaven.comB63
44surrealdb.comB63
45origami.chatB63
46office.comB62
47cloudinary.comB62
48circleci.comB62
49web.appB62
50getpostman.comB62
51govdelivery.comB62
52crashlytics.comB62
53frontapp.comB62
54context7.comB62
55openrouter.aiB62
56recall.aiB62
57env0.comB62
58jfrog.comB62
59replicas.devB62
60appcircle.ioB62
61roark.aiB62
62arangodb.comB62
63circle.comB62
64agent.aiB62
65trendmicro.comB61
66postman.comB61
67meilisearch.comB61
68termly.ioB61
69bounceexchange.comB61
70agentmail.toB61
71tavily.comB61
72elevenlabs.ioB61
73useparagon.comB61
74deepsource.comB61
75galileo.aiB61
76twilio.comB61
773ds.comB61
78shopify.comB60
79dynatrace.comC60
80yieldmo.comB60
81agora.ioB60
82imunify360.comC60
83helpshift.comC60
84higgsfield.aiB60
85plesk.comC60
86tatum.ioB60
87evernote.comB60
88sproutsocial.comC60
89gdemoideti.ruC60
90kandji.ioC60
91wandera.comC60
92deepgram.comC60
93firecrawl.devB60
94cekura.aiB60
95confluent.ioC60
96langdock.comC60
97plain.comC60
98getdex.comB60
99tella.comC60
100copper.comC60
101domaintools.comB60
102mailchimp.comB60
103stripe.comB60
104revenuecat.comC59
105apify.comC59
106mgid.comC59
107useinsider.comC59
108clerk.comC59
109bigcommerce.comC59
110calendly.comC59
111plaid.comC59
112undertone.comC59
113medal.tvC59
114appier.netC59
115tienphong.vnC59
116fullstory.comC59
117salesforce.comC59
118cloudglue.devC59
119coralogix.comC59
120doppler.comC59
121loops.soC59
122docker.comC59
123together.aiC59
124datadog.comC59
125lancedb.comC59
126nextjs.orgC58
127cursor.comC58
128mastra.aiC58
129clickup.comC58
130elementor.comC58
131claude.comC58
132iubenda.comC58
133terraform.ioC58
134anker.comC58
135siftscience.comC58
136emarsys.netC58
137ora.runC58
138composio.devC58
139moda.devC58
140pagerduty.comC58
141heygen.comC58
142dropbox.comC58
143webiny.comC58
144hihonor.comC58
145grafana.comC58
146resend.comC57
147telekom.netC57
148jimdo.comC57
149evergage.comC57
150supabase.comC57
151cvent.comC57
152bentley.comC57
153skylinewebcams.comC57
154appfolio.comC57
155connatix.comC57
156urbanairship.comC57
157fotmob.comC57
158pardot.comC57
159slack.comC57
160prismic.ioC57
161getnao.ioC57
162zendesk.comC57
163turso.techC57
164launchdarkly.comC56
165digicert.comC56
166onetrust.comC56
167vidazoo.comC56
168notion.soC56
169classlink.comC56
170hotmart.comC56
171honor.comC56
172notion.comC56
173arkoselabs.comC56
174netgear.comC56
175simpli.fiC56
176dxc.comC56
177meetup.comC56
178juris.deC56
179snyk.ioC56
180zapier.comC56
181usa.govC56
182airbnb.comC56
183github.comC56
184paypal.comC55
185modelcontextprotocol.ioC55
186webflow.comC55
187hubapi.comC55
188eufylife.comC55
189eufy.comC55
190mem0.aiC55
191browser-use.comC55
192shortcut.comC55
193airweave.aiC55
194coreweave.comC55
195langchain.comC55
196fireworks.aiC55
197wordpress.orgC55
198gov.ukC55
199zoom.usC55
200mayoclinic.orgC55
201vkusvill.ruC55
202intercom.comC55
203redis.ioC54
204turkiye.gov.trC54
205nvidia.comC54
206smartrecruiters.comC54
207sojern.comC54
208e-recht24.deC54
209colorlib.comC54
210scrapybara.comC54
211merge.devC54
212insforge.devC54
213mistral.aiC54
214anthropic.comC54
215chargebee.comC54
216digitalocean.comC53
217dreamhost.comC53
218linear.appC53
219ucr.eduC53
220kubernetes.ioC53
221db.comC53
222dust.ttC53
223litellm.aiC53
224castari.comC53
225datafold.comC53
226fusionauth.ioC53
227snowflake.comC53
228chase.comC53
229bankofamerica.comC53
230pinecone.ioC52
231tavus.ioC52
232walmart.comC52
233moloco.comC52
234mongodb.comC52
235stably.aiC52
236mage.aiC52
237onyx.appC52
238deepmind.googleC52
2391password.comC52
240wellsfargo.comC52
241atlassian.comC52
242wise.comC52
243opensea.ioC52
244framer.comC52
245asana.comC51
246vectorshift.aiC51
247surge.appC51
248cerebras.aiC51
249stability.aiC51
250replicate.comC51
251databricks.comC51
252aws.amazon.comC51
253canada.caC51
254craigslist.orgC50
255hubspot.comC50
256linkup.soC50
257omnara.comC50
258statsig.comC50
259zappos.comC50
260cloudflare.comC50
261bbc.comC49
262vocode.devC49
263discord.comC49
264deepl.comC49
265intuit.comC49
266cloud.google.comC49
267huggingface.coC48
268primis.techC48
269thinkwithgoogle.comC48
270prequel.coC48
271wandb.aiC48
272nike.comC48
273crewai.comC48
274wayfair.comC48
275cdc.govC48
276github.com/modelcontextprotocol/servers/tree/main/src/filesystemC48
277ikea.comC48
278netlify.comC47
279vuejs.orgC47
280datadoghq.comC47
281cyberdesk.ioC47
282microsoft.comC47
283figma.comC47
284nytimes.comC47
285airtable.comC47
286weather.comC46
287theverge.comC46
288arstechnica.comC46
289developer.mozilla.orgC45
290cyberark.comC45
291perplexity.aiD45
292google.comD45
293azure.microsoft.comD45
294target.comD44
295mentalfloss.comD44
296irs.govD44
297go.comD44
298techcrunch.comD44
299ara.soD42
300bloomberg.comD42
301mit.eduD42
302react.devD42
303docs.python.orgD42
304fly.ioD41
305wired.comD41
306robinhood.comD41
307wpzoom.comD40
308substack.comD40
309nasa.govD40
310svelte.devD40
311theguardian.comD40
312nih.govD39
313whitehouse.govD39
314uber.comD39
315tiktok.comD38
316dittowords.comD38
317webmd.comD38
318bestbuy.comD37
319wikipedia.orgD37
320openai.comD37
321amazon.comD37
322khanacademy.orgD36
323tailwindcss.comD36
324youtube.comD36
325spotify.comD36
326hulu.comD36
327linkedin.comD34
328state.govD34
329netflix.comD33
330adobe.comD33
331booking.comD33
332twitter.comD32
333square.comD32
334coinbase.comD31
335canva.comD30
336stanford.eduD30
337zillow.comF29
338homedepot.comF29
339ebay.comF29
340europa.euF29
341cnn.comF27
342aliexpress.comF26
343stackoverflow.comF23
344etsy.comF22
345reddit.comF22
346adidas.comF22
347medium.comF22
348doordash.comF21
349azbyka.ruF20
350midjourney.comF19
351yelp.comF18
352tripadvisor.comF14
353meta.aiF14
354macys.comF14
355reuters.comF12
356costco.comF10

Couldn't measure (3)

Sites we attempted to audit but couldn't reach (anti-bot blocks, fetch failures, or auth-gated content). Excluded from rankings; listed here for transparency.

  • expedia.com
  • opentable.com
  • washingtonpost.com

Scores generated by w2agent — Agent Readiness for the Web

Scored Jun 7, 2026 · Rubric v2.0