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AI Visibility Scorecard

brianutesch.com

brianutesch.com

Unclaimed

brianutesch.com · Nonprofits

Borderline visible. AI bots can crawl brianutesch.com, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#392,891 of 796,282 in Nonprofits for AI visibility

5

AEO Visibility

i

Borderline · 4.7/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

8

AI Adoption

i

Basic · 8/100

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About brianutesch.com

from our crawl and measurement

"Co-creator of UMUX-Lite and inventor of the Recommendation Adoption Score (RAS), published by Nielsen Norman Group. Three US patents." That is how Brian S. Utesch, Ph.D. UX Research Leadership of Wake Forest, NC introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.

Our crawl found structured data on the page (Person), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Nonprofits
Last scored · Sep 18, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

8

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

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 4.7/10, brianutesch.com is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for brianutesch.com: 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 September 18, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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