AI visibility score
4.2/ 10Fair

#73,527 of 1,392,415 in Food & Beverage

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

National RV Refrigeration

National RV Refrigeration

Unclaimed

fixyourfridge.com · Food & Beverage

Borderline visible. AI bots can crawl National RV Refrigeration, 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 5 times

Claude · ShapBot · Meta AI

#73,527 of 1,392,415 in Food & Beverage for AI visibility

0

AI Naming Predictability

i

Rarely named · 0/100

More likely to be named than 94% of Food & Beverage companies

4

AEO Visibility

i

Borderline · 4.2/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About National RV Refrigeration

from our crawl and measurement

"National RV Refrigeration where we rebuild RV refrigerators and replace your factory fridge with a retro fit that will often out perform the factory unit." That is how National RV Refrigeration introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

On its own pages the site does well on a clear heading structure and a clearly stated business identity. It is passable on basic crawler access. What holds it back is structured data describing the business, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. None of that can be fixed on the page: it has to be earned.

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

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, National RV Refrigeration is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Why Rebuild?

A complete rebuild of your refrigerator consists of replacing the evaporator with all new tubing, followed by a complete flush and recharge. All rebuilt cooling units are backed with a 3 year warranty. You will get the proformance and the lifespan of a brand new unit without the cost. Rebuilds generally cost less than half of a new refrigerator.

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Picked for National RV Refrigeration: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for National RV Refrigeration." Retrieved from https://engagemii.com/aeo/brands/fixyourfridge

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

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