AI Visibility Scorecard
Personalized SAT & ACT Test Prep from Brian Leaf
brianleaf.com · Education
Somewhat visible. AI bots can read Personalized SAT & ACT Test Prep from Brian Leaf, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence
#242,356 of 936,938 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Personalized SAT & ACT Test Prep from Brian Leaf
from our crawl and measurement
Personalized SAT & ACT Test Prep from Brian Leaf is a business whose own site puts it this way: "Personalized SAT Prep from Brian Leaf, one of the best-known SAT Tutors, with over 3-Decades worth of experience in helping students raise their score." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
Good
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
Strong
Inbound links from other sites.
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 5.3/10, Personalized SAT & ACT Test Prep from Brian Leaf has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Are You Ready for a Better SAT/ACT Score?
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Is this your brand?
The exact fixes for Personalized SAT & ACT Test Prep from Brian Leaf
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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brianleaf
Cite this score: Engagemii (2026). "AEO Score for Personalized SAT & ACT Test Prep from Brian Leaf." Retrieved from https://engagemii.com/aeo/brands/brianleaf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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