Agent Readiness Leaderboard

Name: w2agent
Author: w2agent

May 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

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
1	fastshot.ai→	B	73	Developer Tools	—	llms.txt
3	moss.dev→	B	72	Developer Tools	—	llms.txtagent-card
9	planetscale.com→	B	68	Developer Tools	—	llms.txt
12	jfrog.io→	B	67	Developer Tools	—	llms.txt
14	blaxel.ai→	B	67	Developer Tools	—	llms.txt
21	heroku.com→	B	66	Developer Tools	—	llms.txt
32	notte.cc→	B	64	Developer Tools	—	llms.txt
36	firebaseapp.com→	B	63	Developer Tools	—	llms.txt
40	ngrok.com→	B	63	Developer Tools	—	llms.txt
42	quicknode.com→	B	63	Developer Tools	—	llms.txt
48	circleci.com→	B	62	Developer Tools	—	llms.txt
49	web.app→	B	62	Developer Tools	—	llms.txt
50	getpostman.com→	B	62	Developer Tools	—	llms.txt
52	crashlytics.com→	B	62	Developer Tools	—	llms.txt
56	recall.ai→	B	62	Developer Tools	—	llms.txt
57	env0.com→	B	62	Developer Tools	—	llms.txt
58	jfrog.com→	B	62	Developer Tools	—	llms.txt
59	replicas.dev→	B	62	Developer Tools	—	llms.txt
65	twilio.com→	B	61	Developer Tools	—	llms.txt
67	postman.com→	B	61	Developer Tools	—	llms.txt
74	useparagon.com→	B	61	Developer Tools	—	llms.txt
75	deepsource.com→	B	61	Developer Tools	—	llms.txt
87	tatum.io→	B	60	Developer Tools	—	llms.txt
95	cekura.ai→	B	60	Developer Tools	—	llms.txt
105	nextjs.org→	C	59	Developer Tools	—	llms.txt
111	plaid.com→	C	59	Developer Tools	—	llms.txt
119	cloudglue.dev→	C	59	Developer Tools	—	llms.txt
127	cursor.com→	C	58	Developer Tools	—	llms.txt
128	mastra.ai→	C	58	Developer Tools	—	llms.txt
142	webiny.com→	C	58	Developer Tools	—	llms.txt
143	grafana.com→	C	58	Developer Tools	—	llms.txt
149	supabase.com→	C	57	Developer Tools	—	llms.txt
155	terraform.io→	C	57	Developer Tools	—	llms.txt
186	hubapi.com→	C	55	Developer Tools	—	llms.txt
191	shortcut.com→	C	55	Developer Tools	—	llms.txt
211	insforge.dev→	C	54	Developer Tools	—	llms.txt
217	linear.app→	C	53	Developer Tools	—	llms.txt
222	litellm.ai→	C	53	Developer Tools	—	llms.txt
233	mongodb.com→	C	52	Developer Tools	—	llms.txt
235	stably.ai→	C	52	Developer Tools	—	llms.txt
246	vectorshift.ai→	C	51	Developer Tools	—	llms.txt
247	surge.app→	C	51	Developer Tools	—	llms.txt
257	omnara.com→	C	50	Developer Tools	—	llms.txt
262	vocode.dev→	C	49	Developer Tools	—	llms.txt
276	github.com/modelcontextprotocol/servers/tree/main/src/filesystem→	C	48	Developer Tools	—	llms.txt
278	netlify.com→	C	47	Developer Tools	—	llms.txt
282	cyberdesk.io→	C	47	Developer Tools	—	llms.txt
300	ara.so→	D	42	Developer Tools	—	llms.txt
304	fly.io→	D	41	Developer Tools	—	—
310	svelte.dev→	D	40	Developer Tools	—	llms.txt
316	dittowords.com→	D	38	Developer Tools	—	llms.txt
323	tailwindcss.com→	D	36	Developer Tools	—	—

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 May 30, 2026 · Rubric v2.0