AI Visibility Scorecard
Christopher Queen Consulting
chrisqueen.com · Professional Services
Borderline visible. AI bots can crawl Christopher Queen Consulting, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#179,939 of 526,898 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
12
AI Adoption
iBasic · 12/100
About Christopher Queen Consulting
from our crawl and measurement
Christopher Queen Consulting describes itself simply: "A one-week AI Ops Audit of LLM cost and reliability, or a fixed-price forward-deployed build: RAG, agents, MCP servers. Christopher Queen, AI engineer." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 5/10, Christopher Queen Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is this you?
Your OpenAI, Anthropic, or Bedrock invoice doubled and nobody can say which feature did it. The AI-engineer req has been open 60+ days and the roadmap didn’t wait. The prototype works. The on-call rotation is scared of it. Engineering added retries and fallbacks; the cost of one successful call is still a guess. Model upgrades are a leap of faith: nothing tests the answers before they ship. Two of these and it’s you.
How to build an AI strategy for your small business?
Start with the one problem that costs you money, then pick the tool. A practical AI strategy for small businesses, minus the hype. Read all posts
Is this your brand?
The exact fixes for Christopher Queen Consulting
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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chrisqueen
Cite this score: Engagemii (2026). "AEO Score for Christopher Queen Consulting." Retrieved from https://engagemii.com/aeo/brands/chrisqueen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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