AI Visibility Scorecard
jamesgrayrobinson.com · Legal
At 3.09/10, James Gray Robinson is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Trust, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 13 times
Meta AI · Claude · ChatGPT · Parallel
Top 5% in Legal for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Legal average 8
Top 11% of Legal
See what's behind this score →3.09
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Legal average 2. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Legal average 17
See what's behind this score →0
from our crawl and measurement
James Gray Robinson is a business whose own site puts it this way: "Are you an executive or lawyer dealing with the stress and anxiety of your profession? Discover techniques and more with James Robinson. Prevent Burnout and turn Stress into Success." When AI engines look at it, they find little to work with. It scores 3.09 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 13 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Fair
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.09/10, James Gray Robinson is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Built A Practice, But Can’t Scale It?
A legal career can be both rewarding and demanding. For many attorneys, the challenge isn’t the work itself but the lack of strategy behind how the work is managed. Without clear systems, every case and client pulls harder on your time, limiting growth and eating into income. The real cost is the opportunities lost when your career isn’t streamlined like a business designed to scale.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jamesgrayrobinson
Cite this score: Engagemii (2026). "AEO Score for James Gray Robinson." Retrieved from https://engagemii.com/aeo/brands/jamesgrayrobinson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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