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AI Visibility Scorecard

FrostSkin

FrostSkin

Unclaimed

frostskin.com · Nonprofits

At 2.5/10, FrostSkin is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#726,781 of 764,039 in Nonprofits for AI visibility

2.5

/10

AEO Score

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About FrostSkin

from our crawl and measurement

FrostSkin is a business whose own site puts it this way: "FrostSkin, instant chill + 7-stage filtration + optional UV-C cap cycle, built for real heat and real life. Kickstarter campaign temporarily down while we revamp and retool everything." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.

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

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

Industry · Nonprofits
Last scored · Jun 28, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

0

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

1

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

AI Discoverability

0

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

5

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 2.5/10, FrostSkin is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for FrostSkin

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for FrostSkin: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on June 28, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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