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AI Visibility Scorecard
Ray Anam Inc. — Boutique Consulting
rayanaminc.com · Finance & Insurance
Somewhat visible. AI bots can read Ray Anam Inc. — Boutique Consulting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#147,078 of 761,564 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Ray Anam Inc. — Boutique Consulting
from our crawl and measurement
Ray Anam Inc. Boutique Consulting describes itself simply: "Ray Anam Inc. is a boutique financial advisory firm led by Forbes Finance Council member Ray Anam." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is a clear heading structure and crawler access and the files AI engines look for, but the score is capped by what is missing: structured data describing the business.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find. Away from its own site, other sites link to it. On the other hand AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
2
Established authority for your domain.
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 5.3/10, Ray Anam Inc. — Boutique Consulting has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ray Anam Inc. — Boutique Consulting
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rayanaminc
Cite this score: Engagemii (2026). "AEO Score for Ray Anam Inc. — Boutique Consulting." Retrieved from https://engagemii.com/aeo/brands/rayanaminc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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