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AI Visibility Scorecard

NCMBC

NCMBC

Unclaimed

deftech.nc.gov · Technology

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

Monitoring for AI engine activity

In the Engagemii AEO index

#56,162 of 2,666,159 in Technology for AI visibility

7

AEO Visibility

i

Visible · 6.7/10

30

Muse Index Score

i

AI agent readiness

Basic · 30/100

10

AI Adoption

i

Basic · 10/100

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About NCMBC

from our crawl and measurement

"The North Carolina Military Business Center (NCMBC) and our Defense Technology Transition Office echo a clear mandate from National Security and DoW technol." That is how Defense Technology and Innovation introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite, Person). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.

Industry · Technology
Last scored · Sep 15, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

5

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

6

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

AI Discoverability

7

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

6

Established authority for your domain.

Reference Presence

10

Recognized in AI knowledge graphs.

News & Press

8

Press and news coverage.

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 6.7/10, NCMBC has a working base to build on - fixable, and the signals above are where to start.

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Picked for NCMBC: 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 September 15, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/deftech-nc-gov

Cite this score: Engagemii (2026). "AEO Score for NCMBC." Retrieved from https://engagemii.com/aeo/brands/deftech-nc-gov

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

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