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Brand health report

lambda.ai

See how search engines and AI platforms understand this brand, and what is getting in the way.

our robot read every page so you don't have to

Scanned August 29, 2026 by Navlio

Current verdictGetting thereYour brand is visible, but has room to grow.

Site health

62/100
Getting there
25 pages checked, 28 findings · based on 2 of 3 checks

Why this score

Site checks46
half of the score
Speed62
a third of the score
Being found100
a fifth of the score
The fastest points are in site checks. Start there and the score follows.

Can AI read you?

How easily AI tools can read and understand this site.
6/6 can read you
ChatGPTreads you
ChatGPT browsingreads you
ChatGPT searchreads you
Claudereads you
Perplexityreads you
Geminireads you
AI site map (llms.txt)present
Machine readable identityWebPage, BlogPosting
Wide open. Every AI platform we tested can read and understand this site.

What the AI platforms say about you

What happens when each model is asked about this brand.
2/4 know this brand
GPT
GPT has never heard of this brand
unknown
Claude
Claude has never heard of this brand
unknown
Grok

Lambda.ai is a cloud platform providing GPU instances for AI and machine learning workloads.

positivegot it right
Gemini

Lambda is a company that provides AI infrastructure, including GPU workstations, servers, and cloud services, specifically designed for deep learning and AI development.

positivegot it wrong
Claims your site contradicts:
  • Provides GPU workstations (site description only mentions cloud instances and clusters)
  • Provides servers (site description only mentions cloud instances and reservable clusters)

Who AI recommends instead

The brands AI platforms suggest in this one's place.
from 4 AI answers
BrandAI mentionsBest rank
CoreWeave4#4
AWS2#1
Microsoft Azure2#3
Vast.ai2#5
RunPod2#5
AWS EC2 P4/P4d1#1
AWS EC21#1
NVIDIA (via cloud partners)1#1
Lambda appears in 4 of 4 answers.

Speed and stability

62
of 100 on a phone
Largest paint2.0s
Layout shift0.00
Responsiveness302ms
measured on real visits

Searches you could own

Queries near this brand that nothing points to yet.
supercomputers for training and inferenceai-driven drug discoverycontact ushuggingfacebio carbon-3bqwen qwen3-coder-nextqwen3 235b a22b fp8deploy step 3customer stories

Everything we noticed

What stands out from this scan, worst first.
28 findings
your blog/partner-spotlight-testing-llama-3.3-70b-inference-performance-on-nvidia-gh200-with-baseten page points its official address at another domain
The page names https://www.baseten.co as the original while your site runs at https://lambda.ai. Google will send the traffic and the credit to that other address.
High priority/blog/partner-spotlight-testing-llama-3.3-70b-inference-performance-on-nvidia-gh200-with-baseten
Your site skips 1 of the 3 security protections browsers look for
These response headers force encrypted connections and block injected scripts. Browsers, Google, and AI systems all read them as basic trust signals.
Medium priority/
1 image on your blog/lambda-1cc-fp4-nvidia-hgx-b200 page has no description
Screen readers announce nothing for this image and Google cannot read it either, so the meaning it carries is lost to both.
Medium priority/blog/lambda-1cc-fp4-nvidia-hgx-b200
your orchestration page has no main heading
The main heading tells both readers and Google what the page is about in one line. Without it the page reads as a list of sections with no subject.
Medium priority/orchestration
Your crawler rules file does not point to your sitemap
You have a sitemap, but the first file crawlers read does not mention it, so they have to find it on their own.
Low prioritysite wide
The search description on your home page gets cut off
Google shows about 160 characters. This one runs to 161, so the closing thought never reaches the reader.
Low priority/
your home page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
Low priority/
The search description on your blog/choosing-the-right-orchestration-layer-for-your-ai-use-cases page gets cut off
Google shows about 160 characters. This one runs to 237, so the closing thought never reaches the reader.
Low priority/blog/choosing-the-right-orchestration-layer-for-your-ai-use-cases