AI Visibility Index / Industries / Cloud hosting & deployment

Most AI-visible hosting platforms (2026)

We scored 26 hosting platforms on how easily ChatGPT, Perplexity, Claude and AI agents can find, understand and use them. Fly.io leads with 100/100. Data from our crawl on October 18, 2026; scores are a homepage snapshot, not live.

90

Hosting platforms average score

86

Whole-index average (+4 for this industry)

65%

of these sites miss “Question & answer content”

#ProductScoreCrawlersContentSchemaAgents
1Fly.io
fly.io
100100100100100
2Fastly
fastly.com
9810093100100
2Heroku
heroku.com
9810094100100
2Netlify
netlify.com
9895100100100
2ngrok
ngrok.com
9810094100100
2Render
render.com
9810094100100
2Vercel
vercel.com
9810093100100
8Porkbun
porkbun.com
9710089100100
8Railway
railway.app
979594100100
10Hostinger
hostinger.com
9689100100100
10Qovery
qovery.com
969593100100
12Cloudflare
cloudflare.com
959589100100
12Kinsta
kinsta.com
951009410083
14Pulumi
pulumi.com
93959410083
15bunny.net
bunny.net
921008510083
16Cloudways
cloudways.com
91958910083
16Porter
porter.run
9195938883
18WP Engine
wpengine.com
901009410064
19Zeabur
zeabur.com
861009410047
20Dokploy
dokploy.com
851001002083
21Northflank
northflank.com
811001002064
22DigitalOcean
digitalocean.com
80100962064
23Coolify
coolify.io
75100942047
23Koyeb
koyeb.com
7595872064
23Sevalla
sevalla.com
75100942047
26Kubernetes
kubernetes.io
6310074826

Sub-scores: Crawlers = AI crawler access, Content = answer-engine content, Schema = structured data, Agents = agent readiness (llms.txt, API/MCP). Ties share a rank.

Hosting platforms vs the whole index

AreaThis industryAll 538 sites
Overall score9086
AI crawler access9897
Answer-engine content9389
Structured data7871
Agent readiness8276

Most common gaps among hosting platforms

Question & answer content65% (index: 71%)
Fix: Add an FAQ answering the exact questions buyers ask ChatGPT ("best X for Y", "X vs Y", "how much does X cost").
Machine-usable interface (API / MCP)38% (index: 52%)
Fix: Expose an MCP server or OpenAPI spec and link it from llms.txt so agents can use your product, not just read about it.
llms.txt31% (index: 36%)
Fix: Publish the generated llms.txt below at https://yoursite/llms.txt.
JSON-LD structured data27% (index: 33%)
Fix: Add JSON-LD (generated below) so engines know your entity, product and pricing unambiguously.
Entity / product schema27% (index: 37%)
Fix: Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.
Meta description15% (index: 21%)
Fix: Write a 50-160 char description stating exactly what the product does.
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FAQ

Which hosting platforms are the most visible to AI search engines?

In our October 18, 2026 crawl, the top-scoring hosting platforms were Fly.io (100/100), Fastly (98/100), Heroku (98/100). The score measures how easily ChatGPT, Perplexity, Claude and AI agents can crawl, understand and use each product's homepage.

How do hosting platforms compare with the rest of the AI Visibility Index?

The 26 hosting platforms we track average 90/100, 4 points above the 86/100 average across all 538 SaaS and AI sites in the index.

What is the most common AI visibility gap among hosting platforms?

65% of the hosting platforms we checked miss "Question & answer content" (vs 71% across the whole index). Fix: Add an FAQ answering the exact questions buyers ask ChatGPT ("best X for Y", "X vs Y", "how much does X cost").

How is the AI visibility score calculated?

RankRoot checks four areas on each homepage: AI crawler access (robots.txt rules for GPTBot, ClaudeBot, PerplexityBot and others), answer-engine content (title, headings, FAQ-style content, server-rendered text), structured data (JSON-LD, Organization/Product schema) and agent readiness (llms.txt, discoverable API or MCP server). Each area is scored 0 to 100 and combined into one score.

When was this data collected, and can a company update its score?

Scores are a snapshot from our crawler on October 18, 2026. They are not updated automatically. Anyone can rescan a site live for free, and we refresh the index periodically.

My hosting platform isn't listed. How do I see where it would rank?

Run a free scan at https://getrankroot.com/report. You get the same score and checks, so you can compare it directly with this leaderboard.

Other industry leaderboards

Email marketing & newslettersEmail & messaging APIsSales, CRM & lead generationCustomer support & chatbotsProduct analytics & experimentationFeedback, forms & bug reportingProduct adoption & interactive demosMonitoring & observabilityCode review & code qualityCI/CD & testingGit hosting & engineering intelligenceAI coding assistants & app buildersNo-code & internal tool buildersAPI development & documentationAI models & model APIsGPU cloud & AI inferenceAI agent builders & automationAgent tools, MCP & integrationsLLM observability & evalsSearch engines & vector databasesWeb scraping & search APIsDatabases & backend platformsData pipelines, BI & document AISecurity, auth & identityPayments, finance & HRAI video & audio creationVoice AI & speechAI meeting assistantsTasks, calendars & schedulingProject & work managementNotes & knowledge basesWebsite builders, CMS & ecommerceSEO & AI search visibilityAI writing assistantsDesign, presentations & AI imagesMedia, file & image APIsBrowsers, search & AI directories

Methodology and full findings: State of AI Visibility 2026. Industry labels are assigned by RankRoot from each product's own homepage description.