AI-generated visibility summary

AI visibility summary for Blaxel

Blaxel’s AI visibility is limited and uneven. With an overall mention rate of 12.0% and a citation rate of 34.0%, the brand appears in AI-generated responses less frequently than key competitors like Docker (38.0% mention rate) and Northflank (22.0%). Its strongest performance is on Google Search, where it achieves a 20.0% mention rate and a 60.0% citation rate, yielding a score of 35.9. Conversely, ChatGPT is its weakest engine, with a 0.0% mention rate and a 10.0% citation rate, resulting in a score of just 4.2. Blaxel’s citation rate (34.0%) is relatively high compared to its mention rate, suggesting that when it is referenced, AI models tend to cite it. However, citation gaps are evident: in high-volume discovery prompts like “best infrastructure for running AI agents in production” (2,400 volume), Blaxel is cited once but never mentioned, while in “persistent memory for AI agents” (1,500 volume), it is cited once with zero mentions. A practical implication is that Blaxel must increase its raw mention frequency across engines to convert its strong citation performance into broader visibility, especially against competitors like Docker and Northflank that dominate mention counts.

Scan evidence for Blaxel

Visibility score
17.5
Mention rate
12.0%
Citation rate
34.0%
Engines
5
Prompts
10

Strongest engines

EngineScoreMentionsCitations
Google Search 35.9 20.0% 60.0%
Perplexity 30.0 10.0% 60.0%
Google AI Overview 16.0 20.0% 10.0%
Bing Search 15.0 10.0% 30.0%
ChatGPT 4.2 0.0% 10.0%

Visibility gaps

EngineScoreMentionsCitations
ChatGPT 4.2 0.0% 10.0%
Bing Search 15.0 10.0% 30.0%
Google AI Overview 16.0 20.0% 10.0%
Perplexity 30.0 10.0% 60.0%
Google Search 35.9 20.0% 60.0%

Competitive landscape

  1. Docker docker.com Score 30.0
  2. Northflank northflank.com Score 25.8
  3. Gvisor gvisor.dev Score 21.4
  4. Modal modal.com Score 17.7
  5. Blaxel brand blaxel.ai Score 17.5
  6. E2B e2b.dev Score 17.3
  7. Cloudflare cloudflare.com Score 15.1
  8. Github github.io Score 14.9

Most cited domains

  1. reddit.com 156 citations · 9.6%
  2. github.com 121 citations · 7.4%
  3. arxiv.org 74 citations · 4.6%
  4. microsoft.com 54 citations · 3.3%
  5. medium.com 48 citations · 3.0%
  6. amazon.com 47 citations · 2.9%
  7. youtube.com 36 citations · 2.2%
  8. wikipedia.org 32 citations · 2.0%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
alternatives to E2B for agent sandboxes 5 3 4
microVM vs container for agent hosting 5 1 4
secure sandbox for agent code execution 5 2 2
how to give agents isolated compute environments 5 0 2
multi-agent collaboration filesystem 5 0 2
best infrastructure for running AI agents in production 5 0 1
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AI citations are not the same as SEO rankings

A 2026 measurement study found nearly 30% of Google AI Overview cited domains did not appear in the co-displayed first page of organic results.

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16
AI engines and search sources tracked
2.5B+
ChatGPT prompts per day, confirmed by OpenAI
1.5B+
Monthly Google AI Overview users reported in 2025
~30%
AI Overview cited domains absent from first-page organic results

Sources: OpenAI-confirmed ChatGPT usage, Google AI Overview reach, 2026 AI Overview citation study.

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