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AI Visibility Scorecard
Code & Vision
codeandvision.com · Technology
Somewhat visible. AI bots can read Code & Vision, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#755,132 of 2,651,621 in Technology for AI visibility
5.1
/10
AEO Score
About Code & Vision
from our crawl and measurement
"Forward Deployed Engineering for funded startups and PE-backed portfolio companies, plus systems, automation, AI implementation, custom apps, investor decks, financial modeling, and." That is how Code & Vision of West Palm Beach, FL introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, Code & Vision has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Code & Vision
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeandvision
Cite this score: Engagemii (2026). "AEO Score for Code & Vision." Retrieved from https://engagemii.com/aeo/brands/codeandvision
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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