AI Visibility Scorecard
Think Doctor Publications
cwrose.com · Education
Borderline visible. AI bots can crawl Think Doctor Publications, 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 2 times
Claude
#702,508 of 937,737 in Education for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Education average 14
Top 57% of Education
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Think Doctor Publications
from our crawl and measurement
"Each title is designed to bridge theory and real‑world experience, offering accessible guidance across mental health, trauma, cultural identity, organisational psychology, and therapeutic." That is how Think Doctor Publications introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- Think Doctor Publications
- Website ·
- cwrose.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 17, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 3.5/10, Think Doctor Publications is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Think Doctor Publications
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cwrose
Cite this score: Engagemii (2026). "AEO Score for Think Doctor Publications." Retrieved from https://engagemii.com/aeo/brands/cwrose
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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