AI visibility score
4.0/ 10Fair

#12,709 of 365,692 in Automotive

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Auto-Tek, Kevin Grant-Proprietor

Auto-Tek, Kevin Grant-Proprietor

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auto-tek.com · Automotive

Borderline visible. AI bots can crawl Auto-Tek, Kevin Grant-Proprietor, 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.

AI engines read this profile 4 times

Claude · Apple Intelligence · Meta AI

#12,709 of 365,692 in Automotive for AI visibility

0

AI Naming Predictability

i

Rarely named · 0/100

More likely to be named than 57% of Automotive companies

4

AEO Visibility

i

Borderline · 4/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Auto-Tek, Kevin Grant-Proprietor

from our crawl and measurement

Auto-Tek, Kevin Grant-Proprietor describes itself simply: "Estimating, painting and auto-body repairs. Paintless dent repair. All Insurance claims accepted." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on a workable page structure, a few credibility markers and basic crawler access. What holds it back is sitemaps and entity links AI can follow and structured data describing the business.

Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, 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. 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) and Applebot (Siri). There is not much on the page to read either, about 148 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Automotive
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Good

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 4/10, Auto-Tek, Kevin Grant-Proprietor is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Auto-Tek, Kevin Grant-Proprietor: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/auto-tek

Cite this score: Engagemii (2026). "AEO Score for Auto-Tek, Kevin Grant-Proprietor." Retrieved from https://engagemii.com/aeo/brands/auto-tek

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

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