AI Visibility Scorecard
codegoverned.com · Technology
Borderline visible. AI bots can crawl AI Coding Readiness & Guardrail Assessment — CodeGoverned, 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 3 times
Claude · Meta AI
#1,865,997 of 2,707,789 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
"A fixed-scope, $950 assessment of your engineering org's AI-coding governance posture. Delivered async in 5 business days. No calls." That is how AI Coding Readiness & Guardrail Assessment CodeGoverned of Sioux Falls, SD introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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, AI Coding Readiness & Guardrail Assessment — CodeGoverned is crawlable but under-signaled - fixable, and the signals above are where to start.
Does any of this look familiar?
[!]CI failures get re-run until they go green. [!]AI attribution lives in PR comments — if anywhere. [!]Any PR can edit your CI config, including AI-generated ones. [!]Nobody has re-checked test coverage since AI tools arrived. [!]Your AI acceptable-use policy exists in heads, not writing. [!]PRs got bigger and review time didn't.
Is this your brand?
The exact fixes for AI Coding Readiness & Guardrail Assessment — CodeGoverned
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 AI Coding Readiness & Guardrail Assessment — CodeGoverned.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codegoverned
Cite this score: Engagemii (2026). "AEO Score for AI Coding Readiness & Guardrail Assessment — CodeGoverned." Retrieved from https://engagemii.com/aeo/brands/codegoverned
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform