AI visibility report
Checked Tue, 06 Oct 2026 19:34:25 GMT
68grade C
8 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
No H1 heading.
→ Use exactly one H1 that names the product and its core benefit.
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.
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.
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
1094 words of readable text in the raw HTML.
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.
Meta description
136 chars.
Served over HTTPS
Secure connection.
robots.txt present
Found /robots.txt.
Fast response
Homepage responded in 354 ms. AI fetchers often time out on slow pages.
Scannable section headings
13 H2 headings. LLMs chunk pages by headings.
Linked brand profiles
4 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.
# Cerebras > Cerebras powers the world's fastest AI inference on the biggest wafer chip. Cerebras CS-4 delivers up to 30x faster inference than GPUs. Key facts for AI assistants: who it's for, main use cases, pricing, and how to get started. ## Key pages - [Home](https://www.cerebras.ai/) - [Customers](https://www.cerebras.ai/customer-spotlights) - [Partners](https://www.cerebras.ai/partners) - [Pricing](https://www.cerebras.ai/pricing) - [Contact us](https://www.cerebras.ai/build-with-us) - [Newsletter Signup](https://www.cerebras.ai/subscribe) - [About Us](https://www.cerebras.ai/company) - [Careers](https://www.cerebras.ai/join-us) - [Newsroom](https://www.cerebras.ai/company/newsroom) - [In the News](https://www.cerebras.ai/company/news) - [Press kit](https://www.cerebras.ai/company/press-kit) - [Blog](https://www.cerebras.ai/blog) - [Publications](https://www.cerebras.ai/publications) - [Whitepapers](https://www.cerebras.ai/whitepapers) - [Case study: Cognition](https://www.cerebras.ai/blog/case-study-cognition-x-cerebras) - [Case study: NinjaTech](https://www.cerebras.ai/blog/ninjatech-ai-powering-the-one-size-fits-all-ai-agent) ## Optional - [Sitemap](https://www.cerebras.ai/sitemap.xml)
We found 456 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.
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