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AI Visibility Scorecard

Lebsontech LLC

Lebsontech LLC

Unclaimed

lebsontech.com · research

Somewhat visible. AI bots can read Lebsontech LLC, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#47,146 of 904,095 in Education for AI visibility

6.4

/10

AEO Score

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About Lebsontech LLC

from our crawl and measurement

Lebsontech LLC describes itself simply: "Cory Lebson, Principal UX Researcher - Learn more about who I am and what I do!." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

The business dates to 1997.

Industry · research
Last scored · Aug 1, 2026
Employees · 1-10
Founded · 1997

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

9

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

9

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 6.4/10, Lebsontech LLC has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

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25 Federal government agencies

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Written content (Book, Articles)

LinkedIn Updates You can always get the latest on what I&#8217;m up to by following my LinkedIn feed . Book Lebson, Cory. The&nbsp; UX Careers Handbook Second Edition .&nbsp; New York: CRC Press (Taylor &amp; Francis Group), 2022 Lebson, Cory. The UX Careers Handbook . New York: CRC Press (Taylor &amp; Francis Group), 2016 LinkedIn Articles <ul class="wp-block-l

Video content (LinkedIn Learning, Livestreams, Posted Videos, Series, Podcasts)

LinkedIn Learning Courses ( Requires subscription or may be available through your organization or public library &#8211; also see full list of these courses on my LinkedIn Learning author page .) Lebson, Cory. Empathy in UX Design , second edition, 2025 Lebson, Cory. Using AI in Research Projects . 2023 (with 2024 up

Stickynotes Livestream (2020-2021)

While spending a lot of time at home during the Covid era, three of us got together and decided to do a regular UX livestream to maintain our sanity and connection with the outside world. Revisit these episodes with Cory Lebson , Chris Nodder and Amanda Stockwell . (And collectively the three of us have a ton of UX-oriented LinkedIn Learning courses for you to check out too!) Ep.1 Backgrounds (Jun 4 2020) : People get in to UX research through many different paths – we discuss our ro

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Picked for Lebsontech LLC: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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