Agent Readiness Leaderboard

July 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
6preply.comB69
17wyze.comB66
18wyzecam.comB66
29optimizely.comB64
35alchemy.comB63
38monday.comB63
46office.comB62
47cloudinary.comB62
51govdelivery.comB62
54frontapp.comB62
66trendmicro.comB61
69termly.ioB61
70bounceexchange.comB61
773ds.comB61
79mailchimp.comB60
80dynatrace.comC60
81yieldmo.comB60
82agora.ioB60
83imunify360.comC60
84helpshift.comC60
86plesk.comC60
88evernote.comB60
89sproutsocial.comC60
90gdemoideti.ruC60
91kandji.ioC60
92wandera.comC60
102domaintools.comB60
104revenuecat.comC59
106mgid.comC59
107useinsider.comC59
109calendly.comC59
111undertone.comC59
114appier.netC59
115fullstory.comC59
124salesforce.comC59
131elementor.comC58
132claude.comC58
133iubenda.comC58
136siftscience.comC58
137emarsys.netC58
142dropbox.comC58
148jimdo.comC57
150evergage.comC57
151cvent.comC57
152bentley.comC57
155appfolio.comC57
156connatix.comC57
157urbanairship.comC57
158fotmob.comC57
159pardot.comC57
161prismic.ioC57
163zendesk.comC57
165digicert.comC56
166onetrust.comC56
167notion.soC56
168vidazoo.comC56
169classlink.comC56
172notion.comC56
173arkoselabs.comC56
174netgear.comC56
175simpli.fiC56
176dxc.comC56
184paypal.comC55
186webflow.comC55
199zoom.usC55
202intercom.comC55
206smartrecruiters.comC54
207sojern.comC54
209colorlib.comC54
216dreamhost.comC53
232moloco.comC52
2381password.comC52
240atlassian.comC52
244framer.comC52
245asana.comC51
255hubspot.comC50
268primis.techC48
280datadoghq.comC47
285airtable.comC47
290cyberark.comC45
308wpzoom.comD40
330adobe.comD33
335canva.comD30

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