Agentic Web Census

August 2026by Omitsis

English

Technologies · August 2026

Which UI frameworks is readiest for AI agents?

39 measured, averaging 15.9% against 19.9% for the web overall. Provide pre-built components to build user interfaces

Best first

How to read these figures

The colour says what a bar IS, not how it scores: the accent is the one this page is about, grey is everything it is compared with, and the hollow bar is the web overall — the ruler, not a rival. Whether a figure is above or below the rest of the web is in the number and in the arrow beside it.

Every figure here comes from a sample, not from counting every site — so it carries a margin: how much it could move if we had happened to sample different pages. A figure measured on a thousand pages has a wide margin; one measured on a hundred thousand has a narrow one. It matters for one thing: two figures that differ by less than the wider of their margins are not one above the other, they are tied. That is why nothing here has a position number.

TechnologyAWCSMonth by month
Flutter

Flutter

Sample
n=12
Coverage
80.0%
Margin
±15.30
The web overall
19.9%

Two figures closer together than ±15.30 are tied, not ranked.

Flutter scores 51.2%51.2%
Flutter: 4 months, no significant change= −2.1
Aura

Aura

Sample
n=4
Coverage
66.7%
Margin
±26.50
The web overall
19.9%

Two figures closer together than ±26.50 are tied, not ranked.

Aura scores 40.0%40.0%
Aura: 4 months, no significant change= +4.4
Mantine

Mantine

Sample
n=3
Coverage
100.0%
Margin
±30.60
The web overall
19.9%

Two figures closer together than ±30.60 are tied, not ranked.

Mantine scores 35.6%35.6%
Mantine: 4 months, no significant change= +35.6
Radix UI

Radix UI

Sample
n=306
Coverage
97.1%
Margin
±3.03
The web overall
19.9%

Two figures closer together than ±3.03 are tied, not ranked.

Radix UI scores 30.7%30.7%
Radix UI: 4 months, up▲ +9.5
shadcn/ui

shadcn/ui

Sample
n=198
Coverage
96.1%
Margin
±3.77
The web overall
19.9%

Two figures closer together than ±3.77 are tied, not ranked.

shadcn/ui scores 30.0%30.0%
shadcn/ui: 4 months, no significant change= +3.2
UnoCSS

UnoCSS

Sample
n=9
Coverage
100.0%
Margin
±17.67
The web overall
19.9%

Two figures closer together than ±17.67 are tied, not ranked.

UnoCSS scores 29.2%29.2%
UnoCSS: 4 months, no significant change= +11.4
MUI

MUI

Sample
n=121
Coverage
88.3%
Margin
±4.82
The web overall
19.9%

Two figures closer together than ±4.82 are tied, not ranked.

MUI scores 26.7%26.7%
MUI: 4 months, no significant change= +4.5
Naive UI

Naive UI

Sample
n=2
Coverage
100.0%
Margin
±37.48
The web overall
19.9%

Two figures closer together than ±37.48 are tied, not ranked.

Naive UI scores 26.7%26.7%
Naive UI: 4 months, no significant change= +26.7
Flowbite

Flowbite

Sample
n=3
Coverage
100.0%
Margin
±30.60
The web overall
19.9%

Two figures closer together than ±30.60 are tied, not ranked.

Flowbite scores 26.7%26.7%
Flowbite: 3 months, no significant change= −0.0
Tailwind CSS

Tailwind CSS

Sample
n=1,067
Coverage
96.7%
Margin
±1.62
The web overall
19.9%

Two figures closer together than ±1.62 are tied, not ranked.

Tailwind CSS scores 26.4%26.4%
Tailwind CSS: 4 months, no significant change= +0.8
Ant Design

Ant Design

Sample
n=36
Coverage
83.7%
Margin
±8.83
The web overall
19.9%

Two figures closer together than ±8.83 are tied, not ranked.

Ant Design scores 25.5%25.5%
Ant Design: 4 months, up▲ +18.2
SvelteKit

SvelteKit

Sample
n=14
Coverage
100.0%
Margin
±14.16
The web overall
19.9%

Two figures closer together than ±14.16 are tied, not ranked.

SvelteKit scores 24.0%24.0%
SvelteKit: 4 months, no significant change= +5.2
Chakra UI

Chakra UI

Sample
n=14
Coverage
87.5%
Margin
±14.16
The web overall
19.9%

Two figures closer together than ±14.16 are tied, not ranked.

Chakra UI scores 22.5%22.5%
Chakra UI: 4 months, no significant change= −4.8
Vuetify

Vuetify

Sample
n=45
Coverage
88.2%
Margin
±7.90
The web overall
19.9%

Two figures closer together than ±7.90 are tied, not ranked.

Vuetify scores 21.1%21.1%
Vuetify: 4 months, no significant change= −8.7
Angular Material

Angular Material

Sample
n=8
Coverage
88.9%
Margin
±18.74
The web overall
19.9%

Two figures closer together than ±18.74 are tied, not ranked.

Angular Material scores 20.0%20.0%
Angular Material: 4 months, no significant change= −4.5
Marko

Marko

Sample
n=5
Coverage
100.0%
Margin
±23.70
The web overall
19.9%

Two figures closer together than ±23.70 are tied, not ranked.

Marko scores 17.3%17.3%
Marko: 4 months, no significant change= +17.3
Bootstrap

Bootstrap

Sample
n=3,455
Coverage
96.5%
Margin
±0.90
The web overall
19.9%

Two figures closer together than ±0.90 are tied, not ranked.

Bootstrap scores 16.9%16.9%
Bootstrap: 4 months, up▲ +1.6
Headless UI

Headless UI

Sample
n=22
Coverage
91.7%
Margin
±11.30
The web overall
19.9%

Two figures closer together than ±11.30 are tied, not ranked.

Headless UI scores 16.3%16.3%
Headless UI: 4 months, no significant change= +2.4
Material Design Lite

Material Design Lite

Sample
n=53
Coverage
98.2%
Margin
±7.28
The web overall
19.9%

Two figures closer together than ±7.28 are tied, not ranked.

Material Design Lite scores 15.1%15.1%
Material Design Lite: 4 months, no significant change= −2.9
Element UI

Element UI

Sample
n=118
Coverage
97.5%
Margin
±4.88
The web overall
19.9%

Two figures closer together than ±4.88 are tied, not ranked.

Element UI scores 14.5%14.5%
Element UI: 4 months, no significant change= −4.9
Kendo UI

Kendo UI

Sample
n=26
Coverage
100.0%
Margin
±10.39
The web overall
19.9%

Two figures closer together than ±10.39 are tied, not ranked.

Kendo UI scores 14.4%14.4%
Kendo UI: 4 months, no significant change= −1.1
Panda CSS

Panda CSS

Sample
n=4
Coverage
100.0%
Margin
±26.50
The web overall
19.9%

Two figures closer together than ±26.50 are tied, not ranked.

Panda CSS scores 13.3%13.3%
Panda CSS: 4 months, no significant change= −26.7
Semantic UI

Semantic UI

Sample
n=4
Coverage
100.0%
Margin
±26.50
The web overall
19.9%

Two figures closer together than ±26.50 are tied, not ranked.

Semantic UI scores 13.3%13.3%
Semantic UI: 4 months, no significant change= +3.2
UIKit

UIKit

Sample
n=116
Coverage
96.7%
Margin
±4.92
The web overall
19.9%

Two figures closer together than ±4.92 are tied, not ranked.

UIKit scores 12.7%12.7%
UIKit: 4 months, no significant change= −1.4
Animate.css

Animate.css

Sample
n=551
Coverage
95.0%
Margin
±2.26
The web overall
19.9%

Two figures closer together than ±2.26 are tied, not ranked.

Animate.css scores 11.6%11.6%
Animate.css: 4 months, up▲ +2.5
ZURB Foundation

ZURB Foundation

Sample
n=176
Coverage
94.1%
Margin
±4.00
The web overall
19.9%

Two figures closer together than ±4.00 are tied, not ranked.

ZURB Foundation scores 10.4%10.4%
ZURB Foundation: 4 months, no significant change= −3.2
Base UI

Base UI

Sample
n=8
Coverage
100.0%
Margin
±18.74
The web overall
19.9%

Two figures closer together than ±18.74 are tied, not ranked.

Base UI scores 10.0%10.0%
Base UI: 4 months, no significant change= −1.2
MDBootstrap

MDBootstrap

Sample
n=13
Coverage
100.0%
Margin
±14.70
The web overall
19.9%

Two figures closer together than ±14.70 are tied, not ranked.

MDBootstrap scores 7.9%7.9%
MDBootstrap: 4 months, no significant change= +7.9
CivicTheme

CivicTheme

Sample
n=21
Coverage
95.5%
Margin
±11.57
The web overall
19.9%

Two figures closer together than ±11.57 are tied, not ranked.

CivicTheme scores 6.3%6.3%
CivicTheme: 4 months, no significant change= −4.9
Pure CSS

Pure CSS

Sample
n=10
Coverage
100.0%
Margin
±16.76
The web overall
19.9%

Two figures closer together than ±16.76 are tied, not ranked.

Pure CSS scores 5.3%5.3%
Pure CSS: 4 months, no significant change= −0.3
Automatic.css

Automatic.css

Sample
n=3
Coverage
100.0%
Margin
±30.60
The web overall
19.9%

Two figures closer together than ±30.60 are tied, not ranked.

Automatic.css scores 0.0%0.0%
Automatic.css: 4 months, no significant change= −7.2
Bulma

Bulma

Sample
n=2
Coverage
100.0%
Margin
±37.48
The web overall
19.9%

Two figures closer together than ±37.48 are tied, not ranked.

Bulma scores 0.0%0.0%
Bulma: 4 months, no significant change= −13.3
Clarity

Clarity

Sample
n=1
Coverage
100.0%
Margin
±53.00
The web overall
19.9%

Two figures closer together than ±53.00 are tied, not ranked.

Clarity scores 0.0%0.0%
—
CoreUI

CoreUI

Sample
n=1
Coverage
100.0%
Margin
±53.00
The web overall
19.9%

Two figures closer together than ±53.00 are tied, not ranked.

CoreUI scores 0.0%0.0%
CoreUI: 2 months, down▼ −53.3
Flat UI

Flat UI

Sample
n=2
Coverage
100.0%
Margin
±37.48
The web overall
19.9%

Two figures closer together than ±37.48 are tied, not ranked.

Flat UI scores 0.0%0.0%
—
Layui

Layui

Sample
n=1
Coverage
50.0%
Margin
±53.00
The web overall
19.9%

Two figures closer together than ±53.00 are tied, not ranked.

Layui scores 0.0%0.0%
Layui: 4 months, no significant change= −26.7
Materialize CSS

Materialize CSS

Sample
n=7
Coverage
100.0%
Margin
±20.03
The web overall
19.9%

Two figures closer together than ±20.03 are tied, not ranked.

Materialize CSS scores 0.0%0.0%
Materialize CSS: 4 months, no significant change= 0.0
Preline UI

Preline UI

Sample
n=2
Coverage
100.0%
Margin
±37.48
The web overall
19.9%

Two figures closer together than ±37.48 are tied, not ranked.

Preline UI scores 0.0%0.0%
Preline UI: 2 months, no significant change= 0.0
W3.CSS

W3.CSS

Sample
n=5
Coverage
100.0%
Margin
±23.70
The web overall
19.9%

Two figures closer together than ±23.70 are tied, not ranked.

W3.CSS scores 0.0%0.0%
W3.CSS: 4 months, no significant change= −17.8