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AI Visibility Scorecard
The Shape of Code
www.coding-guidelines.com · Technology
Somewhat visible. AI bots can read The Shape of Code, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#696,935 of 2,624,033 in Technology for AI visibility
5.2
/10
AEO Score
About The Shape of Code
from www.coding-guidelines.com
The Shape of Code About Distribution of number of statements in functions July 26, 2026 (6 days ago) Derek Jones No comments The source code of individual functions is written a particular way by individuals to solve particular problems.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
8
Forum and community discussion.
0
No Reddit mentions 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 5.2/10, The Shape of Code has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Shape of Code
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Weekly ChatGPT & Claude citation tracking
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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/www-coding-guidelines
Cite this score: Engagemii (2026). "AEO Score for The Shape of Code." Retrieved from https://engagemii.com/aeo/brands/www-coding-guidelines
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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