AI visibility score
4.2/ 10Fair

#74,729 of 738,607 in E-commerce

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Cotton Sheep

Cotton Sheep

Unclaimed

cottonsheep.com · E-commerce

Borderline visible. AI bots can crawl Cotton Sheep, 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 3 times

Claude · Meta AI

#74,729 of 738,607 in E-commerce for AI visibility

5

AI Naming Predictability

i

Rarely named · 5/100

More likely to be named than 92% of E-commerce companies

4

AEO Visibility

i

Borderline · 4.2/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About Cotton Sheep

from our crawl and measurement

"Call 415-621-5546Text 415-813-8164Email [email protected] Follow us out there Shipping & Returns Terms of Service © 2026." That is how Cotton Sheep of Hayes St. San Francisco, CA 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 clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure. What holds it back is structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.

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

Industry · E-commerce
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

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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

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, Cotton Sheep is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Cotton Sheep: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for Cotton Sheep.

Cotton Sheep lists 165 products, 149 in stock, priced 6.00 to 1,688.00.

Show all 165 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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