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AI Visibility Scorecard
Karin Mathews Whitman, LMFT
kmwlmft.com · Healthcare
Borderline visible. AI bots can crawl Karin Mathews Whitman, LMFT, 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
Apple Intelligence · Meta AI · Claude
#744,326 of 856,999 in Healthcare for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Karin Mathews Whitman, LMFT
from our crawl and measurement
"Marriage and family therapy offering Telehealth appointments. Paperwork can be filled out online. Online payments are accepted. Schedule an appointment today." That is how Karin Mathews Whitman, LMFT of Gilroy, CA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found structured data on the page (LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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 3.4/10, Karin Mathews Whitman, LMFT is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Karin Mathews Whitman, LMFT
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kmwlmft
Cite this score: Engagemii (2026). "AEO Score for Karin Mathews Whitman, LMFT." Retrieved from https://engagemii.com/aeo/brands/kmwlmft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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