AI Visibility Scorecard
Ask Dr. Hoffman
askdrhoffman.com · Education
Somewhat visible. AI bots can read Ask Dr. Hoffman, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#182,246 of 937,652 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Ask Dr. Hoffman
from our crawl and measurement
Ask Dr. Hoffman describes itself simply: "Expert advice for parents, students, and professionals on navigating college admissions, application strategies, financial aid, and scholarship opportunities." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.5/10, Ask Dr. Hoffman has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
So what’s this about the Parent’s Ultimate College Admissions Course?
Format This is an asynchronous, go-at-your-own-pace kind of course. Cram it all into a month, or just take it one step at a time. After all, the entire timeline for college admissions typically takes a year or more; in the end, it’s up to you. Design I’ve developed this course over the past year, so I’ve taken my time to think through the sequencing and design.
Is this your brand?
The exact fixes for Ask Dr. Hoffman
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Ask Dr. Hoffman.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/askdrhoffman
Cite this score: Engagemii (2026). "AEO Score for Ask Dr. Hoffman." Retrieved from https://engagemii.com/aeo/brands/askdrhoffman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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