AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
6.4/ 10

▲ 0.4 since Jun 2026

#8,801 OF 524,902 IN PROFESSIONAL SERVICES

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Lebsontech LLC

Lebsontech LLC

Unclaimed

lebsontech.com · Professional Services

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

AI engines read this profile 4 times

Meta AI · Claude

#8,801 of 524,902 in Professional Services for AI visibility

6

AEO Visibility

i

Visible · 6.4/10

25

Muse Index Score

i

AI agent readiness

Basic · 25/100

4

AI Adoption

i

Basic · 4/100

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About Lebsontech LLC

from our crawl and measurement

Lebsontech LLC, based in Silver Spring, MD, 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.

Under the hood there is structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.

Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.

Industry · Professional Services
Last scored · Aug 1, 2026

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

Strong

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

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 6.4/10, Lebsontech LLC has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

40 agencies & consultancies

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35 commercial/financial businesses

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30 State and municipal governments

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30 Non-profit and educational institutions

AARP Airline Tariff Publishing Co. (ATPCO) American Immigration Lawyers Association American Chemical Society (ACS) American Psychological Association (APA) American Society of Clinical Oncology Association of American Medical Colleges (AAMC) Berman Jewish Policy Archive @ NYU Editorial Projects in Education George Washington University (GWU) Libraries Johns Hopkins University Press K12, Inc. Leading Age National Association of Realtors National Association of REITs National Council on Aging (NCOA) National PACE Association NatureServe Neighborwo

25 Federal government agencies

Agency for Healthcare Research and Quality (AHRQ) Bureau of Economic Analysis (BEA) Bureau of Labor Statistics (BLS) Centers for Medicare and Medicaid (CMS) Department of Defense (DoD) Department of Homeland Security (DHS) Department of Labor (DOL) Federal Bureau of Investigation (FBI) Federal Emergency Management Agency (FEMA) Food and Drug Administration (FDA) Health and Human Services (HHS) Internal Revenue Service (IRS) Library of Congress (LOC) Montgomery County, MD National Aeronautics and Space Administration (NASA) National Cancer Institute (NCI) National Instit

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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