AI Visibility Scorecard
Codepublishing
codepublishing.com · Media & Entertainment
Somewhat visible. AI bots can read Codepublishing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 145 times
Meta AI · Claude · ChatGPT · Amazon Alexa
#559,304 of 1,966,762 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Codepublishing
from our crawl and measurement
Codepublishing is a business whose own site puts it this way: "General Code’s municipal code solutions make it possible to link ordinances, zoning codes, and building codes with your own array of systems." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site 6 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Only basic WebPage schema present; missing Organization, Product, LocalBusiness, AggregateRating, and FAQPage schemas that would establish authority and service offerings for AI systems.
Content Structure
Good
Clear H1 and relevant H2 hierarchy present with descriptive meta description, but no FAQ section despite being a B2B service provider where AI systems would expect Q&A content.
Entity Clarity
Fair
Business name and type are clear, but no physical location/NAP data, founder information, or incorporation details visible that would help AI systems establish organizational credibility.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
No visible customer testimonials, case studies are mentioned but not linked, no awards/certifications displayed on homepage, and About page not audited; ICC partnership mentioned but not leveraged in schema.
Technical AEO
Fair
No sitemap.xml or llms.txt file present, robots.txt blocks PDFs and search functions but allows AI crawlers; meta description exists but no robots directives specifically optimized for LLM crawling.
AI Discoverability
Weak
llms.txt file is completely absent and schema lacks sameAs social links; no structured signals to guide AI systems to social proof, partnerships, or supplementary content sources.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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, Codepublishing has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Codepublishing
Which AI engines already crawl you
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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 May 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codepublishing
Cite this score: Engagemii (2026). "AEO Score for Codepublishing." Retrieved from https://engagemii.com/aeo/brands/codepublishing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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