#573,941 OF 928,309 IN EDUCATION
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AI Visibility Scorecard
Carolyn Santos
smallworld7.com · Education
Borderline visible. AI bots can crawl Carolyn Santos, 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 1 times
Claude
#573,941 of 928,309 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Carolyn Santos
from our crawl and measurement
Carolyn Santos describes itself simply: "Communication will make or break your business. Friction, lack of trust, high turnover, delayed projects, low morale, missed goals, and lost sales aren’t s." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WPHeader, WPFooter, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 4.3/10, Carolyn Santos is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Carolyn Santos
Which AI engines already crawl you
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/smallworld7
Cite this score: Engagemii (2026). "AEO Score for Carolyn Santos." Retrieved from https://engagemii.com/aeo/brands/smallworld7
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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