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AI Visibility Scorecard
Codepublishing
codepublishing.com · Media & Entertainment
Borderline visible. AI bots can crawl Codepublishing, 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 75 times
Meta AI · Claude · ChatGPT · Amazon Alexa
#1,276,957 of 1,911,173 in Media & Entertainment for AI visibility
4
/10
AEO Score
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, though, it is barely visible: it scores 4.0 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
Higher is better · 0-10
Structured Data
4
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
6
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
5
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
3
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
5
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
2
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
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
6
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
6
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 4/10, Codepublishing is crawlable but under-signaled - 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.
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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