AI Readiness Leaderboard

Name: w2agent
Author: w2agent

March 2026 Edition · 136 websites ranked by AI readiness

44/100

Average Score

32%

llms.txt Adoption

Agent Card Adoption

MCP Server Adoption

Key Findings

The average AI readiness grade is D (44/100)
Not a single site out of 136 earned an A grade
Only 32% of top websites serve an llms.txt file
0% of sites have an agent card or MCP server
Technical scores 82/100 on average, but Agent Discovery lags at just 15
datadog.com leads the rankings with 74/100
SaaS leads by industry with an average score of 51/100
15% of sites scored an F — failing AI readiness

Grade Distribution

A: 0

B: 18

C: 50

D: 48

F: 20

Category Averages

Bot Accessibility

Structured Data

Content Quality

Agent Discovery

Agent Protocols

Technical

All (136)E-Commerce (15)SaaS (15)Media & Content (14)AI & Tech (39)Government (10)Documentation (7)Social (6)Finance (10)Other (20)

#	Site	Grade	Score	Category	Platform	Standards
1	datadog.com→	B	74	AI & Tech	—	llms.txt
2	cohere.com→	B	69	AI & Tech	nextjs	llms.txt
3	shopify.com→	B	69	AI & Tech	shopify	llms.txt
5	together.ai→	B	68	AI & Tech	—	llms.txt
6	twilio.com→	B	68	AI & Tech	—	llms.txt
9	nextjs.org→	B	66	AI & Tech	nextjs	llms.txt
11	deepmind.google→	B	63	AI & Tech	wordpress	—
12	nvidia.com→	B	63	AI & Tech	—	llms.txt
13	figma.com→	B	62	AI & Tech	nextjs	—
16	stability.ai→	B	61	AI & Tech	—	—
17	vercel.com→	B	60	AI & Tech	nextjs	llms.txt
21	linear.app→	C	58	AI & Tech	nextjs	llms.txt
22	docker.com→	C	58	AI & Tech	wordpress	—
23	cursor.com→	C	58	AI & Tech	nextjs	llms.txt
34	stripe.com→	C	56	AI & Tech	nextjs	llms.txt
35	modelcontextprotocol.io→	C	56	AI & Tech	nextjs	llms.txt
40	microsoft.com→	C	55	AI & Tech	—	—
41	github.com→	C	55	AI & Tech	—	llms.txt
42	notion.so→	C	55	AI & Tech	nextjs	llms.txt
50	mistral.ai→	C	52	AI & Tech	nextjs	llms.txt
56	azure.microsoft.com→	C	50	AI & Tech	—	llms.txt
64	anthropic.com→	C	46	AI & Tech	—	—
65	databricks.com→	C	46	AI & Tech	—	—
66	langchain.com→	C	46	AI & Tech	—	—
67	supabase.com→	C	45	AI & Tech	nextjs	llms.txt
68	wordpress.org→	D	45	AI & Tech	wordpress	—
73	netlify.com→	D	44	AI & Tech	astro	—
80	cloudflare.com→	D	41	AI & Tech	astro	—
88	crewai.com→	D	39	AI & Tech	—	—
89	aws.amazon.com→	D	38	AI & Tech	—	—
99	google.com→	D	35	AI & Tech	—	—
100	huggingface.co→	D	35	AI & Tech	—	—
111	replicate.com→	D	31	AI & Tech	—	llms.txt
112	cloud.google.com→	D	31	AI & Tech	—	—
114	openai.com→	D	30	AI & Tech	—	—
115	perplexity.ai→	D	30	AI & Tech	—	—
117	snowflake.com→	F	29	AI & Tech	—	—
126	midjourney.com→	F	20	AI & Tech	—	—
132	meta.ai→	F	15	AI & Tech	—	—

Scores generated by w2agent — AI Readiness Audit for the Web

Last updated: March 7, 2026