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AI Visibility Scorecard

Cool Tears

Cool Tears

Unclaimed

cooltears.com · Media & Entertainment

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

AI engines read this profile 1 times

Claude

#197,030 of 1,881,799 in Media & Entertainment for AI visibility

5.9

/10

AEO Score

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About Cool Tears

from our crawl and measurement

"Cool Tears & Tiny Campers Magazine publishes teardrop and tiny camper news, product reviews, DIY build coverage, how-to's, maintenance tips, camping recipes, and more." That is how cooltears of Lawrence, MI introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.

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

Industry · Media & Entertainment
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

3

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 5.9/10, Cool Tears has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Cool Tears

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Cool Tears: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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