AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
3.0/ 10

#1,132,044 OF 1,384,309 IN FOOD & BEVERAGE

SCORE HISTORY BEGINS 2026-07-06

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

REFACCIONES MODERNAS ROMERO HNOS SA DE CV ::

REFACCIONES MODERNAS ROMERO HNOS SA DE CV ::

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refa4369.com · Food & Beverage

At 3/10, REFACCIONES MODERNAS ROMERO HNOS SA DE CV :: is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 2 times

Claude · ChatGPT

#1,132,044 of 1,384,309 in Food & Beverage for AI visibility

3

AEO Visibility

i

Near-invisible · 3/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About REFACCIONES MODERNAS ROMERO HNOS SA DE CV ::

from our crawl and measurement

REFACCIONES MODERNAS ROMERO HNOS SA DE CV:: is a business whose own site puts it this way: "Facturación Facturación Los datos necesarios para obtener su factura están impresos en su ticket de compra." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

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

Off the page, almost no other sites link to it, 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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

4

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 3/10, REFACCIONES MODERNAS ROMERO HNOS SA DE CV :: is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for REFACCIONES MODERNAS ROMERO HNOS SA DE CV ::: 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/refa4369

Cite this score: Engagemii (2026). "AEO Score for REFACCIONES MODERNAS ROMERO HNOS SA DE CV ::." Retrieved from https://engagemii.com/aeo/brands/refa4369

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

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