[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Lambda
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

42

Growing Presence

Avg Prompt Score

89

across 673 prompts

AI Share of Voice

89%

across 673 prompts

Category Visibility

#1

in GPU Cloud · of 44

Critical Issues

5

critical + high

Shortlist Position

32/65

Challenger · Gpu Cloud Discovery

Per-stage performance

🔍Discovery
395 category
Cited95%374/395
Share of voice89%avg
Engine consensus51%of engines
Competitors3.7avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data

Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.

Categories Lambda is visible in

1
  • GPU Cloud1 of 44→

Your visibility gap

Lambda surfaces in 32/65 Gpu Cloud discovery prompts. Claim this profile to see which 33 prompts you're missing and how to win them.

Claim Lambda →

Executive summary

Lambda is a B2B GPU cloud/IaaS provider and already has mid-funnel AI visibility for some GPU-instance discovery prompts (e.g., A100/H100 and 80GB VRAM). The biggest citation blockers are (1) missing/uncrawlable first-party evaluation assets—especially pricing and any “[Lambda] vs CoreWeave” / “[Lambda] vs RunPod” pages—and (2) missing structured data signals (SoftwareApplication/FAQPage) that AI engines use for evaluation and pricing answers.

Based on audit of lambdalabs.com · May 5, 2026

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