AI Visibility Scorecard
Kathleen Ross
kathleenrosscreative.com · Professional Services
Borderline visible. AI bots can crawl Kathleen Ross, 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 6 times
Claude · Meta AI · Perplexity
#133,009 of 527,822 in Professional Services for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 59% of Professional Services companies
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Kathleen Ross
from our crawl and measurement
"Portfolio of award-winning creative director + digital art director + fashion stylist Kathleen Ross. Kathleen has work published in more then 10 publications as an art director and stylist." That is how kathleenrosscreative of Miami, FL introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clearly stated business identity, visible credibility markers and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and partial sitemap and link coverage.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, 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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4/10, Kathleen Ross is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kathleen Ross
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kathleenrosscreative
Cite this score: Engagemii (2026). "AEO Score for Kathleen Ross." Retrieved from https://engagemii.com/aeo/brands/kathleenrosscreative
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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