AI Visibility Scorecard
evoremap.com · Automotive
At 1.63/10, EVO REMAP is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
4
1.63
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →33
Muse Index Score
iAI agent readiness
Basic · 33/100
Automotive average 16
See what's behind this score →0
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 1.63 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 read this profile 3 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.63/10, EVO REMAP is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 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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