AI VISIBILITY SCOREAS OF 2026-08-09 · ENGAGEMII INDEX
4.4/ 10

#174,879 OF 362,379 IN AUTOMOTIVE

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

EVO REMAP

EVO REMAP

Unclaimed

evoremap.com · Automotive

Borderline visible. AI bots can crawl EVO REMAP, 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 1 times

Claude

#174,879 of 362,379 in Automotive for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

38

Muse Index Score

i

AI agent readiness

Basic · 38/100

0

AI Adoption

i

None detected · 0/100

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About EVO REMAP

from our crawl and measurement

EVO REMAP is a business whose own site puts it this way: "Professional ECU tuning, remap and file service for passenger cars, trucks, agricultural and industrial vehicles." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

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

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Automotive
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

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

1

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 4.4/10, EVO REMAP is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Q: Which tools can be used to read files for submission to your file service?

A: Files can be submitted when read using any master tuning tool available on the market.

Q: Do you supply generic or automated tuning files?

A: No. All tuning files are created manually from the original ECU readout using WinOLS. We do not use automated, AI-generated or template-based files.

Q: What information is required to build a tuning file?

A: An original readout is required, together with ECU type, software number, engine configuration and details of any hardware modifications.

Q: Do you work with heavy-duty, agricultural and industrial ECUs?

A: We work with automotive, heavy-duty, agricultural tractor and selected plant machinery ECUs, subject to software and system compatibility.

Q: Do you work with end customers?

A: No. Our file service is intended exclusively for professional tuners and workshops with appropriate tools and experience.

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Picked for EVO REMAP: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for EVO REMAP." Retrieved from https://engagemii.com/aeo/brands/evoremap

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

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