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AI Visibility Scorecard

Ryan Barrett

Ryan Barrett

Unclaimed

snarfed.org · Technology

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

AI engines read this profile 2 times

Claude

#100,138 of 2,808,083 in Technology for AI visibility

6.5

/10

AEO Score

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About Ryan Barrett

from our crawl and measurement

Ryan Barrett is a business whose own site puts it this way: "Cordless phones, cell radios, wireless networking…none of it can be trusted." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

On the page it is passable on a workable page structure and partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.

Away from its own site, other sites link to it, the domain reads as established and people discuss it in places AI engines read. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

1

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

10

Inbound links from other sites.

Domain Trust

5

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

8

Forum and community discussion.

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 6.5/10, Ryan Barrett has a working base to build on - fixable, and the signals above are where to start.

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Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Ryan Barrett: Tech & Electronics

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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/snarfed-org

Cite this score: Engagemii (2026). "AEO Score for Ryan Barrett." Retrieved from https://engagemii.com/aeo/brands/snarfed-org

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

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