AI Visibility Scorecard
Sama Crushes the Code
samacrushesthecode.com · Media & Entertainment
Borderline visible. AI bots can crawl Sama Crushes the Code, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#848,508 of 1,966,289 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Sama Crushes the Code
from our crawl and measurement
"A STEM adventure about coding, confidence, and finding your people. A middle-grade graphic novel by 17-year-old Samaira Mehta. Out now from MIT Kids Press." That is how Sama Crushes the Code introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4/10, Sama Crushes the Code is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Which coder are you?
Answer ten playful questions, discover your coding personality, and flip an animated card to meet your match.10 quick questions7 charactersInstant revealTake the quizMeet the castYour character awaitsWho will it be?Mailing list
Is this your brand?
The exact fixes for Sama Crushes the Code
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/samacrushesthecode
Cite this score: Engagemii (2026). "AEO Score for Sama Crushes the Code." Retrieved from https://engagemii.com/aeo/brands/samacrushesthecode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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