Agent Readiness Leaderboard

Name: w2agent
Author: w2agent

March 2026 Edition · 136 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 →

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
4	salesforce.com→	B	69	SaaS	wordpress	llms.txt
5	together.ai→	B	68	AI & Tech	—	llms.txt
6	twilio.com→	B	68	AI & Tech	—	llms.txt
7	coursera.org→	B	68	Other	—	llms.txt
8	plaid.com→	B	67	Finance	nextjs	llms.txt
9	nextjs.org→	B	66	AI & Tech	nextjs	llms.txt
10	paypal.com→	B	64	Finance	—	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	—
14	usa.gov→	B	62	Government	—	—
15	whitehouse.gov→	B	62	Government	wordpress	—
16	stability.ai→	B	61	AI & Tech	—	—
17	vercel.com→	B	60	AI & Tech	nextjs	llms.txt
18	monday.com→	B	60	SaaS	nextjs	—
19	walmart.com→	C	59	E-Commerce	nextjs	—
20	target.com→	C	59	E-Commerce	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
24	nytimes.com→	C	58	Media & Content	wordpress	—
25	discord.com→	C	58	Social	—	—
26	atlassian.com→	C	58	SaaS	—	—
27	calendly.com→	C	58	SaaS	nextjs	llms.txt
28	nasa.gov→	C	58	Government	wordpress	—
29	airbnb.com→	C	58	Other	—	—
30	bbc.com→	C	57	Media & Content	nextjs	—
31	theverge.com→	C	57	Media & Content	nextjs	—
32	dropbox.com→	C	57	SaaS	—	llms.txt
33	bankofamerica.com→	C	57	Finance	—	—
34	stripe.com→	C	56	AI & Tech	nextjs	llms.txt
35	modelcontextprotocol.io→	C	56	AI & Tech	nextjs	llms.txt
36	zoom.us→	C	56	SaaS	—	—
37	asana.com→	C	56	SaaS	nextjs	llms.txt
38	wellsfargo.com→	C	56	Finance	—	—
39	wise.com→	C	56	Finance	nextjs	—
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
43	weather.com→	C	55	Other	nextjs	llms.txt
44	ikea.com→	C	54	E-Commerce	astro	—
45	cnn.com→	C	54	Media & Content	—	—
46	hubspot.com→	C	54	SaaS	—	—
47	mayoclinic.org→	C	54	Other	nextjs	—
48	nike.com→	C	53	E-Commerce	nextjs	—
49	intercom.com→	C	53	SaaS	nextjs	llms.txt
50	mistral.ai→	C	52	AI & Tech	nextjs	llms.txt
51	zappos.com→	C	52	E-Commerce	nextjs	—
52	wired.com→	C	52	Media & Content	—	—
53	craigslist.org→	C	52	Other	—	—
54	wayfair.com→	C	51	E-Commerce	nextjs	—
55	zendesk.com→	C	51	SaaS	nextjs	—
56	azure.microsoft.com→	C	50	AI & Tech	—	llms.txt
57	gov.uk→	C	50	Government	—	—
58	homedepot.com→	C	49	E-Commerce	—	—
59	uber.com→	C	49	Other	—	—
60	vuejs.org→	C	48	Documentation	—	llms.txt
61	docs.python.org→	C	48	Documentation	—	—
62	chase.com→	C	48	Finance	nextjs	—
63	stanford.edu→	C	47	Other	wordpress	—
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	—
69	svelte.dev→	C	45	Documentation	—	llms.txt
70	mailchimp.com→	D	45	SaaS	—	llms.txt
71	nih.gov→	D	45	Government	—	—
72	irs.gov→	D	45	Government	—	—
73	netlify.com→	D	44	AI & Tech	astro	—
74	react.dev→	D	44	Documentation	nextjs	llms.txt
75	bestbuy.com→	D	44	E-Commerce	nextjs	—
76	netflix.com→	D	44	Other	—	llms.txt
77	slack.com→	D	43	SaaS	—	llms.txt
78	yelp.com→	D	43	Other	—	—
79	airtable.com→	D	42	SaaS	nextjs	—
80	cloudflare.com→	D	41	AI & Tech	astro	—
81	tiktok.com→	D	41	Social	—	llms.txt
82	canada.ca→	D	41	Government	—	llms.txt
83	spotify.com→	D	41	Other	—	llms.txt
84	tailwindcss.com→	D	40	Documentation	nextjs	—
85	stackoverflow.com→	D	40	Documentation	—	—
86	theguardian.com→	D	40	Media & Content	—	—
87	webmd.com→	D	40	Other	—	—
88	crewai.com→	D	39	AI & Tech	—	—
89	aws.amazon.com→	D	38	AI & Tech	—	—
90	wikipedia.org→	D	38	Media & Content	—	—
91	reddit.com→	D	38	Social	—	llms.txt
92	twitter.com→	D	38	Social	—	llms.txt
93	amazon.com→	D	37	E-Commerce	—	—
94	linkedin.com→	D	37	Social	—	—
95	square.com→	D	37	Finance	—	—
96	mit.edu→	D	37	Other	—	—
97	techcrunch.com→	D	36	Media & Content	wordpress	—
98	khanacademy.org→	D	36	Other	—	llms.txt
99	google.com→	D	35	AI & Tech	—	—
100	huggingface.co→	D	35	AI & Tech	—	—
101	youtube.com→	D	35	Social	—	—
102	robinhood.com→	D	35	Finance	—	—
103	expedia.com→	D	35	Other	—	llms.txt
104	hulu.com→	D	35	Other	nextjs	—
105	cdc.gov→	D	34	Government	—	—
106	developer.mozilla.org→	D	33	Documentation	—	—
107	arstechnica.com→	D	32	Media & Content	wordpress	—
108	1password.com→	D	32	SaaS	nextjs	—
109	europa.eu→	D	32	Government	—	—
110	zillow.com→	D	32	Other	—	—
111	replicate.com→	D	31	AI & Tech	—	llms.txt
112	cloud.google.com→	D	31	AI & Tech	—	—
113	substack.com→	D	31	Media & Content	—	—
114	openai.com→	D	30	AI & Tech	—	—
115	perplexity.ai→	D	30	AI & Tech	—	—
116	state.gov→	D	30	Government	—	llms.txt
117	snowflake.com→	F	29	AI & Tech	—	—
118	canva.com→	F	28	SaaS	—	—
119	coinbase.com→	F	26	Finance	—	—
120	booking.com→	F	26	Other	—	—
121	aliexpress.com→	F	24	E-Commerce	—	llms.txt
122	medium.com→	F	24	Media & Content	—	—
123	intuit.com→	F	24	Finance	—	—
124	bloomberg.com→	F	22	Media & Content	—	—
125	etsy.com→	F	21	E-Commerce	—	—
126	midjourney.com→	F	20	AI & Tech	—	—
127	adidas.com→	F	20	E-Commerce	—	—
128	doordash.com→	F	20	Other	—	—
129	macys.com→	F	17	E-Commerce	—	—
130	reuters.com→	F	16	Media & Content	—	—
131	tripadvisor.com→	F	16	Other	—	—
132	meta.ai→	F	15	AI & Tech	—	—
133	ebay.com→	F	13	E-Commerce	—	—
134	washingtonpost.com→	F	11	Media & Content	—	—
135	costco.com→	F	9	E-Commerce	—	—
136	opentable.com→	F	9	Other	—	—

Scores generated by w2agent — Agent Readiness for the Web

Last updated: March 7, 2026