AI visibility score
3.5/ 10Weak

#842,535 of 937,780 in Education

As of 2026-08-07 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Lori Horstman

Lori Horstman

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lorihorstman.com · Education

Borderline visible. AI bots can crawl Lori Horstman, 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

#842,535 of 937,780 in Education for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 71% of Education

4

AEO Visibility

i

Near-invisible · 3.5/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Lori Horstman

from our crawl and measurement

Lori Horstman is a business whose own site puts it this way: "Certified Dementia Specialist in Ohio offering training and education to improve dementia care, awareness, and support for caregivers." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 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.

Industry · Education
Last scored · Aug 7, 2026

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

Strong

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.

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, Lori Horstman is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

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Picked for Lori Horstman: How-To

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 7, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lorihorstman

Cite this score: Engagemii (2026). "AEO Score for Lori Horstman." Retrieved from https://engagemii.com/aeo/brands/lorihorstman

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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