AI visibility score
4.7/ 10Fair

#6,234 of 246,333 in Fashion & Apparel

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

AI Visibility Scorecard

STARtorialist

STARtorialist

Unclaimed

startorialist.com · Fashion & Apparel

Borderline visible. AI bots can crawl STARtorialist, 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 12 times

Meta AI · Claude · Apple Intelligence

#6,234 of 246,333 in Fashion & Apparel for AI visibility

67

AI Naming Predictability

i

Named occasionally · 67/100

Fashion & Apparel average 14

Top 2% of Fashion & Apparel

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5

AEO Visibility

i

Borderline · 4.7/10

Fashion & Apparel average 4.1

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-

Network Authority

i

Not connected yet

Fashion & Apparel average 0.0

0 relationships · Fashion & Apparel average 4

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

Fashion & Apparel average 24

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0

AI Adoption

i

None detected · 0/100

Fashion & Apparel average 0

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About STARtorialist

from our crawl and measurement

"STARtorialist is a women-owned small business founded by professional astronomers to curate space- and science-themed products, support independent designers, and contribute to STEM." That is how STARtorialist introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.

On its own pages the site does well on a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a workable page structure. What holds it back is credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on 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 once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Company ·
STARtorialist
Industry ·
Fashion & Apparel
Location ·
Ashton, Idaho
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

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

Strong

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

Fair

Established authority for your domain.

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 read your site and name it in answers. At 4.7/10, STARtorialist is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for STARtorialist: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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STARtorialist lists 593 products, 570 in stock, priced 3.00 to 175.00.

Show 500 of 593 products

The full list of every product we captured is in 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/startorialist

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

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

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