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AI Visibility Scorecard

Devin Carraway

Devin Carraway

Unclaimed

devin.com · Other

Borderline visible. AI bots can crawl Devin Carraway, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

4.5

/10

AEO Score

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About Devin Carraway

from our crawl and measurement

Devin Carraway is a business whose own site puts it this way: "Devin Carraway email email@here gpg 9197B5F9 projects sugarplum lookbusy mayonnaise jar go onewire others." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.

The page falls short on structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. 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.

There is not much on the page to read either, about 14 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Other
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

0

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

AI Discoverability

1

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

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

2

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 4.5/10, Devin Carraway is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Devin Carraway: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Devin Carraway." Retrieved from https://engagemii.com/aeo/brands/devin

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

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