AI Visibility Index / humanloop.com

Is Humanloop joins Anthropic visible to AI?

Humanloop is joining Anthropic to accelerate the adoption of AI, safely.

69rank #490 of 538
AI crawler access · 100/100
Answer-engine content · 53/100
Structured data · 20/100
Agent readiness · 71/100

8 issues holding Humanloop joins Anthropic back

Content visible without JavaScript
239 words of readable text in the raw HTML.
→ Server-render or pre-render key pages (Next.js/Astro SSG), and explain clearly what you do, who it's for and pricing in plain text.
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.
Pricing is machine-readable
No pricing found. Agents comparing tools for users skip products without clear prices.
→ Add a plain-HTML /pricing page and `offers` in your JSON-LD.
One clear H1
No H1 heading.
→ Use exactly one H1 that names the product and its core benefit.
Scannable section headings
0 H2 headings. LLMs chunk pages by headings.
→ Break the page into H2 sections: what it is, how it works, pricing, FAQ.
Question & answer content
No FAQ section found.
→ Add an FAQ answering the exact questions buyers ask ChatGPT ("best X for Y", "X vs Y", "how much does X cost").

What Humanloop joins Anthropic gets right

Served over HTTPS · robots.txt present · AI search & answer bots allowed · AI training crawlers · XML sitemap · Page is indexable · Fast response · Descriptive title tag · Meta description · Open Graph tags · Language declared · Linked brand profiles · llms.txt · Docs / help content linked

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