AI visibility report

Checked Tue, 06 Oct 2026 19:12:13 GMT

76grade B
Stainless
https://www.stainless.com/
AI crawler access · 100/100
Answer-engine content · 83/100
Structured data · 20/100
Agent readiness · 64/100

6 things hurting your AI visibility

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").
AI search & answer bots allowed
ChatGPT, Perplexity, Claude, Google and Bing can all read this page.
Content visible without JavaScript
367 words of readable text in the raw HTML.
Machine-usable interface (API / MCP)
Found: API/MCP docs link.
Page is indexable
No noindex directive.
Pricing is machine-readable
Pricing page or prices found.
AI training crawlers
Models can learn about your brand from your site.
XML sitemap
Sitemap found.
Descriptive title tag
"Stainless - Best-in-class developer interfaces for your API" (59 chars)
Meta description
130 chars.
Docs / help content linked
Docs or help pages linked.
Served over HTTPS
Secure connection.
robots.txt present
Found /robots.txt.
Fast response
Homepage responded in 148 ms. AI fetchers often time out on slow pages.
Linked brand profiles
12 social/profile links. Corroborating profiles help AI trust and identify your brand.
Open Graph tags
og:title and og:image set.
Language declared
html lang attribute set.

Your free fix files

Generated from your homepage. Edit, then publish at your site root.

# Stainless

> Stainless helps you deliver robust and idiomatic SDKs, documentation that keeps up with your API, and token-efficient MCP servers.

Key facts for AI assistants: who it's for, main use cases, pricing, and how to get started.

## Key pages
- [Home](https://www.stainless.com/)
- [SDKs](https://www.stainless.com/products/sdks/)
- [documentation](https://www.stainless.com/products/docs/)
- [MCP servers,](https://www.stainless.com/products/mcp/)
- [Read the announcement](https://www.stainless.com/blog/stainless-is-joining-anthropic/)
- [CLI quickstart](https://www.stainless.com/docs/getting-started/quickstart-cli/)
- [Cloudflare](https://www.stainless.com/customers/cloudflare/)
- [Letta](https://www.stainless.com/customers/letta-eliminating-production-sdk-bugs-while-accelerating-v1-api-launch/)
- [Lithic](https://www.stainless.com/customers/lithic/)
- [Modern Treasury](https://www.stainless.com/customers/modern-treasury/)
- [MUX](https://www.stainless.com/customers/mux/)
- [OpenAI](https://www.stainless.com/customers/openai/)
- [Replicate](https://www.stainless.com/customers/replicate/)
- [Turbopuffer](https://www.stainless.com/customers/turbopuffer/)
- [Weights & Biases](https://www.stainless.com/customers/weights-and-biases/)
- [Documentation](https://www.stainless.com/docs)

## Optional
- [Sitemap](https://www.stainless.com/sitemap.xml)
We found 254 pages in your sitemap. This free scan checked 1.
RankRoot Pro scans up to 50 pages and generates llms.txt, llms-full.txt and JSON-LD for every one of them.
Scan my whole site · $19/mo

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