AI Visibility Index / stainless.com
Is Stainless visible to AI?
Stainless helps you deliver robust and idiomatic SDKs, documentation that keeps up with your API, and token-efficient MCP servers.
76rank #437 of 538
6 issues holding Stainless back
llms.txt
No /llms.txt: the emerging standard map that tells LLMs and agents what your site is and where the key docs are.
→ Publish the generated llms.txt below at https://yoursite/llms.txt.
JSON-LD structured data
No schema.org JSON-LD found.
→ Add JSON-LD (generated below) so engines know your entity, product and pricing unambiguously.
Entity / product schema
No Organization / Product / SoftwareApplication schema.
→ Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.
One clear H1
3 H1: "Best-in-class interfaces for developers and agents"
→ Use exactly one H1 that names the product and its core benefit.
Scannable section headings
1 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 Stainless 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 · Open Graph tags · Language declared · Linked brand profiles · Machine-usable interface (API / MCP) · Pricing is machine-readable · Docs / help content linked
Work at Stainless? 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.
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