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AI Visibility Scorecard

VDT Labs

VDT Labs

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vdtlabs.com · Education

At 2.7/10, VDT Labs is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#808,223 of 860,518 in Education for AI visibility

2.7

/10

AEO Score

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About VDT Labs

from our crawl and measurement

VDT Labs describes itself simply: "An AI-native agency that collapses the time between where you are and where you must be. Every voyage needs a bearing and a fast ship." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 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 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

0

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

AI Discoverability

5

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 Trust

0

Little domain authority yet.

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 2.7/10, VDT Labs is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for VDT Labs

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for VDT Labs: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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