AI Visibility Index / tailscale.com

Is Tailscale visible to AI?

The connectivity platform for devs, IT, and security teams. Zero Trust identity-based access that deploys in minutes and scales to every resource. Start free.

85rank #343 of 538
AI crawler access · 100/100
Answer-engine content · 100/100
Structured data · 20/100
Agent readiness · 83/100

3 issues holding Tailscale back

JSON-LD structured data
No schema.org JSON-LD found.
→ Add JSON-LD (generated below) so engines know your entity, product and pricing unambiguously.
Machine-usable interface (API / MCP)
No OpenAPI spec, MCP server or API docs discovered. AI agents can read about you but can't act (sign up, query, buy).
→ Expose an MCP server or OpenAPI spec and link it from llms.txt so agents can use your product, not just read about it.
Entity / product schema
No Organization / Product / SoftwareApplication schema.
→ Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.

What Tailscale gets right

Served over HTTPS · robots.txt present · AI search & answer bots allowed · AI training crawlers · XML sitemap · Page is indexable · Fast response · Content visible without JavaScript · Descriptive title tag · Meta description · One clear H1 · Scannable section headings · Question & answer content · Open Graph tags · Language declared · Linked brand profiles · llms.txt · Pricing is machine-readable · Docs / help content linked

Work at Tailscale? Fix every page, not just the homepage.
RankRoot Pro scans up to 50 pages and generates llms.txt, llms-full.txt and per-page JSON-LD.
Get Pro · $19/mo

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