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AI Visibility Scorecard
sandpack.codesandbox.io · Technology
Somewhat visible. AI bots can read Component toolkit for creating live, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#24,875 of 2,651,389 in Technology for AI visibility
7
/10
AEO Score
from our crawl and measurement
Component toolkit for creating live describes itself simply: "Sandpack is a component toolkit for creating your own live-running code editing experiences powered by CodeSandbox." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
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
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
7
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
8
Forum and community discussion.
Social Mentions
8
Social discussion and mentions.
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 7/10, Component toolkit for creating live has a working base to build on - fixable, and the signals above are where to start.
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sandpack-codesandbox-io
Cite this score: Engagemii (2026). "AEO Score for Component toolkit for creating live." Retrieved from https://engagemii.com/aeo/brands/sandpack-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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