▼ 1.5 since Jul 2026
#813,122 OF 936,248 IN EDUCATION
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AI Visibility Scorecard
ScottFreestoneDotCom
scottfreestone.com · Education
Borderline visible. AI bots can crawl ScottFreestoneDotCom, 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
#813,122 of 936,248 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About ScottFreestoneDotCom
from our crawl and measurement
ScottFreestoneDotCom is a business whose own site puts it this way: "Scott Freestone, cybersecurity student focused on Linux, scripting, and web security. Projects in Python, Bash, Flask, Node, and MongoDB." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
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 3.5/10, ScottFreestoneDotCom is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ScottFreestoneDotCom
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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/scottfreestone
Cite this score: Engagemii (2026). "AEO Score for ScottFreestoneDotCom." Retrieved from https://engagemii.com/aeo/brands/scottfreestone
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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