AI visibility score
3.6/ 10Weak

#224,181 of 365,610 in Automotive

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Celeste Enterprises LLC

Celeste Enterprises LLC

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celestelogistic.com · Automotive

Borderline visible. AI bots can crawl Celeste Enterprises LLC, 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 10 times

Meta AI · Apple Intelligence · Claude · ShapBot

#224,181 of 365,610 in Automotive for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 59% of Automotive

4

AEO Visibility

i

Near-invisible · 3.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Celeste Enterprises LLC

from our crawl and measurement

Celeste Enterprises LLC is a Memphis, TN business whose own site puts it this way: "Celeste Enterprises LLC delivers reliable, on-time freight across all 48 states. Dry van, power only, dedicated, expedited and logistics coordination, built for modern supply chains." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.

On its own pages the site does well on a clear heading structure, visible credibility markers and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity 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. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Automotive
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

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

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.

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 3.6/10, Celeste Enterprises LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Celeste Enterprises LLC: 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/celestelogistic

Cite this score: Engagemii (2026). "AEO Score for Celeste Enterprises LLC." Retrieved from https://engagemii.com/aeo/brands/celestelogistic

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

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