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AI visibility score
2.28/ 10Near-invisible

▼ 0.02 since Nov 2026

Top 25% in Automotive

As of 2026-11-09 · Engagemii IndexCheck another site →Live terminal →

AI Visibility Scorecard

Grupo RAB 100

Grupo RAB 100

Unclaimed

rab100.com · Automotive

At 2.28/10, Grupo RAB 100 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 Authority and News & Press. That is fixable, and the signals below show where to start.

AI engines read this profile 2 times

Claude

Top 25% in Automotive for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Automotive average 5

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2.28

AEO Visibility

i

Near-invisible · 2.28/10

Automotive average 1.4

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.

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25

Muse Index Score

i

AI agent readiness

Basic · 25/100

Automotive average 16

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0

AI Adoption

i

None detected · 0/100

Automotive average 0

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About Grupo RAB 100

from our crawl and measurement

"Calidad y confianza para el mantenimiento de tu vehículo en Panamá. Distribuimos repuestos y productos de marcas líderes internacionales, asegurando el rendimiento y la seguridad de tu." That is how Grupo RAB 100 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.28 out of 10.

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

AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).

Company ·
Grupo RAB 100
Website ·
rab100.com
Industry ·
Automotive
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

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.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.28/10, Grupo RAB 100 is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

¿Por qué cuidar tu vehículo con productos de calidad como los que comercializamos?

We provide complete car care solutions—from routine servicing and diagnostics to major repairs and emergency fixes. Seguridad Frenos y sistemas confiables reducen riesgos en carretera. Ahorro Lubricantes y filtros de calidad evitan reparaciones costosas. Rendimiento Refrigerantes y limpiadores mantienen el motor y sistemas funcionando al máximo. Confianza Marcas líderes que respaldan cada kilómetro recorrido.

Picked for Grupo RAB 100: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

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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Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/rab100

Cite this score: Engagemii (2026). "AEO Score for Grupo RAB 100." Retrieved from https://engagemii.com/aeo/brands/rab100

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

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