AI Visibility Index / cerebras.ai
Is Cerebras visible to AI?
Cerebras powers the world's fastest AI inference on the biggest wafer chip. Cerebras CS-4 delivers up to 30x faster inference than GPUs.
67rank #497 of 538
8 issues holding Cerebras 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
"Cerebras" (8 chars)
→ Use a 15-70 char title: `Product: what it does for whom`.
Docs / help content linked
No docs/help links. Agents rely on docs to answer how-to questions about you.
→ Publish public docs/how-to pages and link them from the homepage and llms.txt.
One clear H1
No H1 heading.
→ Use exactly one H1 that names the product and its core benefit.
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 Cerebras 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 · Meta description · Scannable section headings · Open Graph tags · Language declared · Linked brand profiles · Pricing is machine-readable
Work at Cerebras? 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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