AI VISIBILITY SCOREAS OF 2026-08-02 · ENGAGEMII INDEX
5.4/ 10

#48,616 OF 358,688 IN AUTOMOTIVE

SCORE HISTORY BEGINS 2026-08-02

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

JTK Remapping

JTK Remapping

Unclaimed

jtkremapping.com · Automotive

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

AI engines read this profile 8 times

ChatGPT · Claude · Apple Intelligence · Meta AI

#48,616 of 358,688 in Automotive for AI visibility

5

AEO Visibility

i

Borderline · 5.4/10

30

Muse Index Score

i

AI agent readiness

Basic · 30/100

0

AI Adoption

i

None detected · 0/100

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About JTK Remapping

from our crawl and measurement

JTK Remapping describes itself simply: "Unlock your vehicle's potential with JTK Remapping Ireland. We specialise in ECU tuning, performance remaps, and efficiency upgrades for all makes and models." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite, ImageObject), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · Automotive
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

5

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 5.4/10, JTK Remapping has a working base to build on - fixable, and the signals above are where to start.

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Picked for JTK Remapping: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for JTK Remapping." Retrieved from https://engagemii.com/aeo/brands/jtkremapping

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

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