AI visibility report

Checked Tue, 06 Oct 2026 19:13:53 GMT

88grade B
AI compute in the cloud
https://lambda.ai/
AI crawler access · 100/100
Answer-engine content · 89/100
Structured data · 67/100
Agent readiness · 83/100

4 things hurting your AI visibility

Entity / product schema
No Organization / Product / SoftwareApplication schema.
→ Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.
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.
One clear H1
2 H1: "Supercomputers for training and inference"
→ 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").
AI search & answer bots allowed
ChatGPT, Perplexity, Claude, Google and Bing can all read this page.
Content visible without JavaScript
1013 words of readable text in the raw HTML.
llms.txt
Found /llms.txt.
JSON-LD structured data
Types: WebPage, WebPageElement, Action, EntryPoint
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
"AI compute in the cloud | Lambda" (32 chars)
Meta description
157 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 151 ms. AI fetchers often time out on slow pages.
Scannable section headings
11 H2 headings. LLMs chunk pages by headings.
Linked brand profiles
3 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.

# AI compute in the cloud

> Train and scale AI on NVIDIA VR200 NVL 72, GB300 NVL 72, B300, B200, H200, H100, and more GPUs. Launch on-demand instances or reserve a cluster. Get started.

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

## Key pages
- [Home](https://lambda.ai/)
- [AI factories](https://lambda.ai/ai-infrastructure)
- [Superclusters](https://lambda.ai/superclusters)
- [1-Click Clusters™](https://lambda.ai/1-click-clusters)
- [Instances](https://lambda.ai/instances)
- [Compare](https://lambda.ai/cloud)
- [Superintelligence](https://lambda.ai/superintelligence)
- [Enterprise](https://lambda.ai/enterprise)
- [Government](https://lambda.ai/government)
- [Vera Rubin](https://lambda.ai/vr-200)
- [Orchestration](https://lambda.ai/orchestration)
- [Lambda Stack](https://lambda.ai/lambda-stack-deep-learning-software)
- [Trust and security](https://lambda.ai/trust)
- [Customer stories](https://lambda.ai/customer-stories)
- [Blog](https://lambda.ai/blog)
- [Research](https://lambda.ai/research)

## Optional
- [Sitemap](https://lambda.ai/sitemap.xml)
We found 360 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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