AI Visibility Index / cockroachlabs.com
Is Cockroach Labs visible to AI?
Cockroach Labs develops CockroachDB and Cockroach Continuum, an agentic database cloud-native, distributed SQL database designed for extreme resilience, seamless horizontal scaling, and global deploym
65rank #501 of 538
10 issues holding Cockroach Labs 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.
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.
Descriptive title tag
"Cockroach Labs | Continuum built on CockroachDB the agentic distributed cloud database estate" (93 chars)
→ Use a 15-70 char title: `Product: what it does for whom`.
Meta description
204 chars.
→ Write a 50-160 char description stating exactly what the product does.
Scannable section headings
2 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").
Linked brand profiles
0 social/profile links. Corroborating profiles help AI trust and identify your brand.
→ Link your X, LinkedIn, GitHub, Product Hunt pages and list them in schema `sameAs`.
Open Graph tags
Missing og:title/og:image. Shared links look bare.
→ Add og:title, og:description and og:image (1200x630).
What Cockroach Labs gets right
Served over HTTPS · robots.txt present · AI search & answer bots allowed · AI training crawlers · XML sitemap · Page is indexable · Content visible without JavaScript · One clear H1 · Language declared · Pricing is machine-readable · Docs / help content linked
Work at Cockroach Labs? 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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