AI visibility score
4.2/ 10Fair

▲ 0.2 since Jul 2026

#774,046 of 1,394,000 in Food & Beverage

As of 2026-07-30 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

COSMI American Trailers Inc

COSMI American Trailers Inc

Unclaimed

cosmicustomtrailers.com · Food & Beverage

Borderline visible. AI bots can crawl COSMI American Trailers Inc, 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 7 times

Meta AI · Claude · Apple Intelligence · ChatGPT

#774,046 of 1,394,000 in Food & Beverage for AI visibility

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 COSMI American Trailers Inc

from our crawl and measurement

"COSMI American Trailers Inc, California certified food trailer and food truck manufacturer. Custom food trailers for sale, nationwide delivery across all 50 states USA." That is how COSMI American Trailers Inc introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews and structured data describing the business.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, 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.

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 · Jul 30, 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

Good

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

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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, COSMI American Trailers Inc is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for COSMI American Trailers Inc: 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 July 30, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for COSMI American Trailers Inc." Retrieved from https://engagemii.com/aeo/brands/cosmicustomtrailers

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

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