Very poor0.0%

AWCS

What the AWCS is, and how it is measured

The figures the index is made of, with their own series: a technology whose index is flat can still have moved on one dimension.

Read

What Read measures

Lighthouse builds the accessibility tree an agent would traverse and scores the page pass or fail. The denominator is only the pages the audit could evaluate: a notApplicable or an error is excluded rather than counted as a failure, and the fraction that could be evaluated is published beside it as the coverage.

n=1 · coverage 100.0% · margin ±53.00 pp.

53% of the score
Read on its full scale

Very poor0.0%

Guide

What Guide measures

The llms-txt audit passing: a file is served AND Lighthouse considers it valid. The denominator is every sampled page, so this is a fraction of the whole web and not of the sites that have a file. This is the figure the index uses, because a broken file does not guide an agent.

n=1 · coverage 100.0% · margin ±53.00 pp.

27% of the score
Guide on its full scale

Very poor0.0%

Act

What Act measures

A count, not a percentage: how many sampled sites register WebMCP tools that an agent can call. It is the audit that defines the Act dimension — the other two WebMCP audits measure how good those tools are, not whether they exist.

n=1 · coverage 100.0% · margin ±53.00 pp.

20% of the score
Act on its full scale

Very poor0.0%

Reachable

What Reachable measures

Read from the robots.txt of the sampled sites: of the AI agents we track, how many are NOT disallowed. Gradual and not a yes or no — turning away one agent out of seventeen is not the same as turning away all of them. A site with no robots.txt blocks nobody, so it counts as fully reachable: that is a measurement, not a gap. This is the only figure that MULTIPLIES the index instead of adding to it, because it is a precondition: if an agent cannot fetch the page, nothing else about the page matters. One caveat we would rather state than hide: a blanket Disallow under User-agent: * is not counted, because the corpus-wide measurement cannot see it either, and we would rather be consistent than clever.

n=1 · coverage 100.0% · margin ±53.00 pp.

multiplies the rest
Reachable on its full scale

Excellent100.0%

Against the rest of UI frameworks

The 39 technologies in this category with a published index, and the web overall for scale. Clarity is the highlighted bar.

Flutter
Flutter: 51.2%
51.2%
Aura
Aura: 40.0%
40.0%
Mantine
Mantine: 35.6%
35.6%
Radix UI
Radix UI: 30.7%
30.7%
shadcn/ui
shadcn/ui: 30.0%
30.0%
UnoCSS
UnoCSS: 29.2%
29.2%
MUI
MUI: 26.7%
26.7%
Naive UI
Naive UI: 26.7%
26.7%
Flowbite
Flowbite: 26.7%
26.7%
Tailwind CSS
Tailwind CSS: 26.4%
26.4%
Ant Design
Ant Design: 25.5%
25.5%
SvelteKit
SvelteKit: 24.0%
24.0%
Chakra UI
Chakra UI: 22.5%
22.5%
Vuetify
Vuetify: 21.1%
21.1%
Angular Material
Angular Material: 20.0%
20.0%
All sites
All sites: 19.9%
19.9%
Marko
Marko: 17.3%
17.3%
Bootstrap
Bootstrap: 16.9%
16.9%
Headless UI
Headless UI: 16.3%
16.3%
Material Design Lite
Material Design Lite: 15.1%
15.1%
Element UI
Element UI: 14.5%
14.5%
Kendo UI
Kendo UI: 14.4%
14.4%
Panda CSS
Panda CSS: 13.3%
13.3%
Semantic UI
Semantic UI: 13.3%
13.3%
UIKit
UIKit: 12.7%
12.7%
Animate.css
Animate.css: 11.6%
11.6%
ZURB Foundation
ZURB Foundation: 10.4%
10.4%
Base UI
Base UI: 10.0%
10.0%
MDBootstrap
MDBootstrap: 7.9%
7.9%
CivicTheme
CivicTheme: 6.3%
6.3%
Pure CSS
Pure CSS: 5.3%
5.3%
Automatic.css
Automatic.css: 0.0%
0.0%
Bulma
Bulma: 0.0%
0.0%
Clarity
Clarity: 0.0%
0.0%
CoreUI
CoreUI: 0.0%
0.0%
Flat UI
Flat UI: 0.0%
0.0%
Layui
Layui: 0.0%
0.0%
Materialize CSS
Materialize CSS: 0.0%
0.0%
Preline UI
Preline UI: 0.0%
0.0%
W3.CSS
W3.CSS: 0.0%
0.0%
00.250.500.751.0
Every UI frameworks technology the census can publish, against the web overall (19.9%). The scale is always 0–1.

What else we measure here

42.0%
Google's category score

Google's category score

Sample
n=1
Coverage
100.0%
0.0%
Sites with an AI crawler policy

Sites with an AI crawler policy

Sample
n=1
Coverage
100.0%
100.0%
Agents that can reach the site

Agents that can reach the site

Sample
n=1
Coverage
100.0%
0.0%
Pages an agent can parse

Pages an agent can parse

Sample
n=1
Coverage
100.0%
0.0%
Sites serving an llms.txt

Sites serving an llms.txt

Sample
n=1
Coverage
100.0%
0.0%
Sites with a valid llms.txt

Sites with a valid llms.txt

Sample
n=1
Coverage
100.0%
0
Sites exposing tools

Sites exposing tools

Sample
n=1
Coverage
100.0%

How this was measured