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AI Visibility Scorecard

Deviate Autosport

Deviate Autosport

Unclaimed

deviateautosport.com · automotive

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

Monitoring for AI engine activity

In the Engagemii AEO index

#73,184 of 324,305 in Automotive for AI visibility

5.2

/10

AEO Score

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About Deviate Autosport

from our crawl and measurement

Deviate Autosport is a business whose own site puts it this way: "Klodian Ian Hoxha Own a 20018 Toyota Tundra which had a thumping noise when turning left only." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clearly stated business identity. It is passable on some structured data, a workable page structure, a few credibility markers, basic crawler access and partial sitemap and link coverage.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

It does link out to several social profiles, which helps engines tie the brand together.

Industry · automotive
Last scored · Jul 31, 2026
Employees · 1-10

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

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 5.2/10, Deviate Autosport has a working base to build on - fixable, and the signals above are where to start.

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Picked for Deviate Autosport: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Deviate Autosport." Retrieved from https://engagemii.com/aeo/brands/deviateautosport

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

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