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AI Visibility Scorecard

TekDok Toolkit

TekDok Toolkit

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tekdoktoolkit.com · Technology

At 1.6/10, TekDok Toolkit 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.

AI engines read this profile 5 times

Claude · Meta AI · Apple Intelligence

#2,388,678 of 2,658,247 in Technology for AI visibility

2

AEO Visibility

i

Near-invisible · 1.6/10

60

Muse Index Score

i

AI agent readiness

Transactable · 60/100

0

AI Adoption

i

None detected · 0/100

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About TekDok Toolkit

from our crawl and measurement

TekDok Toolkit describes itself simply: "A comprehensive interactive guide to computer performance optimization and cybersecurity, combining over 25 years of hands-on IT experience with graduate-level cybersecurity...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

Under the hood there is structured data on the page (Book) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.

AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

2

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 1.6/10, TekDok Toolkit is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for TekDok Toolkit: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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