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AI Visibility Scorecard
CodeSandbox
codesandbox.io · Technology
Well-positioned for AI search. The breakdown below shows where CodeSandbox is still leaving points on the table.
AI engines read this profile 3 times
ChatGPT · Claude
#21,422 of 2,808,083 in Technology for AI visibility
7.1
/10
AEO Score
About CodeSandbox
from our crawl and measurement
CodeSandbox describes itself simply: "CodeSandbox is a cloud development platform that empowers developers to code, collaborate and ship projects of any size from any device in record time." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, people discuss it in places AI engines read and it comes up on Reddit. Beyond that, there is no press coverage to draw on.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
8
Forum and community discussion.
8
Reddit mentions and discussion.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7.1/10, CodeSandbox has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CodeSandbox
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codesandbox-io
Cite this score: Engagemii (2026). "AEO Score for CodeSandbox." Retrieved from https://engagemii.com/aeo/brands/codesandbox-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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