AI Visibility Scorecard
Codepublishing
codepublishing.com · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Codepublishing is still leaving points on the table.
AI engines read this profile 148 times
Meta AI · Perplexity · Claude · ChatGPT
#3 of 1,966,783 in Media & Entertainment for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
More likely to be named than 99% of Media & Entertainment companies
9
AEO Visibility
iVisible · 8.7/10
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 one of the more visible businesses we measure, scoring 8.7 out of 10.
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 8.7/10, 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
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The AEO Checklist Every Small Business Owner Needs Right Now
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Codepublishing.
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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