Rubric 3.0 since 2026-09-15 — see what changed

Agent Readiness Leaderboard

October 2026 Edition · 324 websites ranked by agent readiness

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

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54/100
Average Score
75%
llms.txt Adoption
1%
Agent Card Adoption
22%
MCP Server Adoption

Key Findings

  • The average AI readiness grade is C (54/100)
  • Only 75% of top websites serve an llms.txt file
  • Technical scores 89/100 on average, but Agent Auth lags at just 30
  • surrealdb.com leads the rankings with 88/100
  • Communication & Support leads by industry with an average score of 67/100
  • 2% of sites scored an F — failing AI readiness

Grade Distribution

A: 4
B: 101
C: 151
D: 60
F: 8

Category Averages

Technical
89
Agent Auth
30
Agent Discovery
35
Agent Protocols
43
Content Quality
68
Structured Data
54
Bot Accessibility
77
All (324)E-Commerce (2)SaaS (79)Media & Content (5)AI & Tech (15)Government (6)Documentation (11)Social (4)Finance (7)Other (31)Agent Tools (21)AI & ML (8)Communication & Support (7)CRM (3)Data & Analytics (10)Developer Tools (51)E-Commerce (16)Identity & Auth (5)Infrastructure & DevOps (22)Payments & Fintech (5)Productivity (6)Sales & Marketing (4)Local Business (2)Blog (4)
#SiteGradeScore
31higgsfield.ai→B68
63meetup.com→B64
112coursera.org→B60
118modelcontextprotocol.io→C59
162weather.com→C56
196nvidia.com→C53
197e-recht24.de→C53
206honor.com→C53
209skylinewebcams.com→C52
220github.com→C51
222db.com→C51
223medal.tv→C51
244airbnb.com→C48
250arstechnica.com→C47
253bbc.com→C46
272turkiye.gov.tr→D42
277ucr.edu→D42
280stanford.edu→D41
281theguardian.com→D41
296mit.edu→D38
297spotify.com→D38
303wikipedia.org→D36
310azbyka.ru→D33
311hulu.com→D33
314craigslist.org→D31
315tiktok.com→D31
316go.com→D31
317booking.com→F30
318telekom.net→F29
323uber.com→F20
324netflix.com→F15

Couldn't measure (35)

Sites with no current score. Each one names why. Excluded from rankings; listed here for transparency.

  • adidas.comCouldn't tell
  • bloomberg.comCouldn't tell
  • coinbase.comAnti-bot block
  • costco.comTimeout
  • doordash.comCouldn't tell
  • ebay.comCouldn't tell
  • emarsys.netCouldn't tell
  • etsy.comAnti-bot block
  • expedia.comRate-limited
  • heroku.comUnreachable
  • homedepot.comCouldn't tell
  • imunify360.comAnti-bot block
  • macys.comCouldn't tell
  • mayoclinic.orgCouldn't tell
  • medium.comTimeout
  • meta.aiCouldn't tell
  • midjourney.comAnti-bot block
  • mobalytics.ggAnti-bot block
  • nasa.govUnreachable
  • nih.govAnti-bot block
  • openai.comAnti-bot block
  • opentable.comTimeout
  • perplexity.aiAnti-bot block
  • reddit.comCouldn't tell
  • reuters.comTimeout
  • stackoverflow.comAnti-bot block
  • state.govUnreachable
  • techcrunch.comUnreachable
  • tripadvisor.comAnti-bot block
  • undertone.comCouldn't tell
  • vidazoo.comCouldn't tell
  • washingtonpost.comTimeout
  • wayfair.comRate-limited
  • whitehouse.govUnreachable
  • yelp.comAnti-bot block

Scores generated by w2agent — Agent Readiness for the Web

Scored Sep 16, 2026 · Rubric