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AI Visibility Scorecard

WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home

WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home

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cemcnulty.com · Technology

At 2.8/10, WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home 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 4 times

Claude · Apple Intelligence · Meta AI

#2,352,655 of 2,626,560 in Technology for AI visibility

2.8

/10

AEO Score

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About WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home

from our crawl and measurement

WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home works in Technology. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

2

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

1

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

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 2.8/10, WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home: 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/cemcnulty

Cite this score: Engagemii (2026). "AEO Score for WEB250 ❱ Cyle McNulty's Cozy Mastadon ❱ Home." Retrieved from https://engagemii.com/aeo/brands/cemcnulty

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

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