Agent Readiness Leaderboard

Name: w2agent
Author: w2agent

June 2026 Edition · 356 websites ranked by agent readiness

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

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53/100

Average Score

83%

llms.txt Adoption

Agent Card Adoption

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

Agent Auth

Agent Discovery

Agent Protocols

Content Quality

Structured Data

Bot Accessibility

#	Site	Grade	Score	Category	Platform	Standards
25	coursera.org→	B	65	Other	—	llms.txt
31	mobalytics.gg→	B	64	Other	—	llms.txt
85	higgsfield.ai→	B	60	Other	—	llms.txt
113	medal.tv→	C	59	Other	—	llms.txt
147	telekom.net→	C	57	Other	—	llms.txt
153	skylinewebcams.com→	C	57	Other	—	llms.txt
171	honor.com→	C	56	Other	—	llms.txt
177	meetup.com→	C	56	Other	—	llms.txt
182	airbnb.com→	C	56	Other	—	—
183	github.com→	C	56	Other	—	llms.txt
185	modelcontextprotocol.io→	C	55	Other	—	llms.txt
200	mayoclinic.org→	C	55	Other	—	llms.txt
204	turkiye.gov.tr→	C	54	Other	—	llms.txt
205	nvidia.com→	C	54	Other	—	llms.txt
208	e-recht24.de→	C	54	Other	—	llms.txt
219	ucr.edu→	C	53	Other	—	llms.txt
221	db.com→	C	53	Other	—	llms.txt
254	craigslist.org→	C	50	Other	—	—
261	bbc.com→	C	49	Other	—	llms.txt
286	arstechnica.com→	C	46	Other	—	—
287	weather.com→	C	46	Other	—	llms.txt
294	techcrunch.com→	D	44	Other	—	—
298	go.com→	D	44	Other	—	llms.txt
301	mit.edu→	D	42	Other	—	llms.txt
311	theguardian.com→	D	40	Other	—	llms.txt
314	uber.com→	D	39	Other	—	—
315	tiktok.com→	D	38	Other	—	llms.txt
319	wikipedia.org→	D	37	Other	—	—
325	spotify.com→	D	36	Other	—	llms.txt
326	hulu.com→	D	36	Other	—	—
329	netflix.com→	D	33	Other	—	llms.txt
331	booking.com→	D	33	Other	—	llms.txt
336	stanford.edu→	D	30	Other	—	—
348	doordash.com→	F	21	Other	—	—
349	azbyka.ru→	F	20	Other	—	—
351	yelp.com→	F	18	Other	—	llms.txt
352	tripadvisor.com→	F	14	Other	—	—
355	reuters.com→	F	12	Other	—	—

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