State of AI Visibility

FastAPI
61
Average AI-Readiness (96 sites)

📊 Framework Comparison

77
Shopify
72
WordPress
72
PrestaShop
72
TYPO3
71
Joomla
71
Drupal
70
MediaWiki
70
Laravel
70
Adobe Experience Manager
70
Sitecore
69
Hugo
69
Astro
69
Blogger
68
HubSpot CMS
68
Ghost
67
Ruby on Rails
66
Magento
65
Squarespace
65
Wix
64
Django
64
Webflow
64
Gatsby
62
Netlify
61
Next.js
61
FastAPI
60
Svelte/SvelteKit
58
Contentful
57
Express
56
Nuxt.js
45
Angular
44
Vercel
43
React
41
Cloudflare Pages
35
Vue.js
31
Custom / Proprietary
0

📈 Key Metrics

Avg Ghost Ratio13%
Avg Structure Score4.8%
% Blocking GPTBot9%
% With Schema15%

🏆 Top FastAPI Sites (Highest AI Score)

#DomainScoreGhost Ratio
1 instabase.jp 87 10%
2 e-comet.io 81 5%
3 quotes.rest 80 15%
4 pidginhost.net 80 5%
5 pidginhost.com 80 5%
6 sceneryworkshop.nl 78 5%
7 ine.es 76 5%
8 dynamitejobs.com 76 10%
9 projectpro.io 76 5%
10 gunicorn.org 76 5%
11 torac.io 75 5%
12 realpython.net 75 5%
13 cwbgp.space 75 5%
14 energidataservice.dk 74 15%
15 annatech.com 74 5%
16 54852.com 73 5%
17 llamaindex.ai 72 10%
18 thesettlersonline.pl 72 5%
19 tribeversity.com 72 5%
20 vtome.ru 72 5%
21 thesettlersonline.net 72 5%
22 diesiedleronline.de 72 5%
23 thesettlersonline.com 72 5%
24 thesettlersonline.fr 71 5%
25 certit.ru 71 10%
26 imooc.com 70 5%
27 saturncloud.io 70 5%
28 veljkokovacevic.com 70 5%
29 trackawesomelist.com 69 5%
30 jobnexusindia.com 69 15%
31 swagger.io 69 15%
32 ziz.kz 69 10%
33 axept.io 69 5%
34 edcus.com 69 5%
35 instick.de 69 5%
36 swaggerhub.com 69 10%
37 bump.sh 69 10%
38 wheelstatic.com 69 5%
39 tiangolo.com 68 5%
40 devjugal.com 68 5%
41 aptly.info 68 5%
42 testdriven.io 68 5%
43 gitingest.com 68 5%
44 talkpython.fm 67 5%
45 kairo.at 67 15%
46 skaffold.dev 67 5%
47 rezhajul.io 67 10%
48 1221systems.ru 67 10%
49 taleez.com 67 15%
50 llmstxt.org 67 5%

⚠️ FastAPI Sites at Risk (Lowest AI Score)

#DomainScoreGhost Ratio
1 servercontrolpanel.de 10 5%
2 unisoft.edu.vn 10 75%
3 channelvalet.com 10 30%
4 catfact.ninja 15 30%
5 enable.com 15 10%
6 tawana.online 15 5%
7 starlette.dev 15 5%
8 datacloudhost3.baby 15 5%
9 hostcry.com 15 5%
10 uvicorn.dev 15 5%
11 youopen.pro 18 5%
12 mesl.eu 45 75%
13 bestchange.app 45 75%
14 ihhmy.com 45 75%
15 tcp-tech.com 52 50%
16 haskoin.com 52 50%
17 appstack.link 52 50%
18 sitronics-kt.ru 53 5%
19 rainforestcloud.com 57 30%
20 hono.dev 57 30%
21 marscode.com 57 30%
22 jina.ai 60 10%
23 zenml.io 60 10%
24 flyerservice.io 60 15%
25 answer.ai 61 15%
26 zilliongames.io 61 5%
27 ramenm.com 61 5%
28 webarch.info 62 5%
29 gremion.ru 62 10%
30 ipadown.com 62 5%
31 tophub.today 62 5%
32 intmarksol.com 63 10%
33 python.jp 63 5%
34 reflex.dev 64 10%
35 divlab.tech 64 10%
36 simonmicro.de 64 5%
37 workingdays.org 65 5%
38 timeapi.io 65 5%
39 wiuwi.com 65 5%
40 grocy.info 65 5%
41 fshare.vn 65 15%
42 travel.sk 65 30%
43 oddbird.net 66 15%
44 daume.dev 66 15%
45 httpbin.org 66 5%
46 talkpython.fm 67 5%
47 taleez.com 67 15%
48 paymenter.org 67 10%
49 rezhajul.io 67 10%
50 kairo.at 67 15%

Building with FastAPI?

Test your staging URL to ensure you aren't invisible to AI crawlers.

Run a Free Scan →