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AI Visibility Scorecard
Christopher Boyd Consulting
christopherwboyd.com · Professional Services
Borderline visible. AI bots can crawl Christopher Boyd 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.
AI engines read this profile 1 times
Claude
#289,199 of 489,075 in Professional Services for AI visibility
4.2
/10
AEO Score
About Christopher Boyd Consulting
from our crawl and measurement
"Read More Expert Witness Chris is an award-winning law enforcement expert who is available to lend his unique expertise in civil and criminal cases for both federal and state courts." That is how Christopher Boyd Consulting introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.2/10, Christopher Boyd Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Christopher Boyd Consulting
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/christopherwboyd
Cite this score: Engagemii (2026). "AEO Score for Christopher Boyd Consulting." Retrieved from https://engagemii.com/aeo/brands/christopherwboyd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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