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AI Visibility Scorecard

Lineage

Lineage

Unclaimed

colstor.com · Education

Somewhat visible. AI bots can read Lineage, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Apple Intelligence

#147,277 of 860,918 in Education for AI visibility

5.7

/10

AEO Score

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About Lineage

from our crawl and measurement

Lineage is a business whose own site puts it this way: "Lineage is the global leader of the temperature-controlled logistics industry. Explore our innovative cold storage and transportation solutions." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.

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

Industry · Education
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 5.7/10, Lineage has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Lineage

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Lineage: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Lineage." Retrieved from https://engagemii.com/aeo/brands/colstor

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

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