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AI Visibility Scorecard
Starface World
starface.world · cosmetics
Somewhat visible. AI bots can read Starface World, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#5,981 of 509,921 in E-commerce for AI visibility
6.6
/10
AEO Score
About Starface World
from our crawl and measurement
Starface World is a business whose own site puts it this way: "Starface hydrocolloid pimple patches shrink pimples and reduce redness while powerful skincare minimizes breakouts and lip balm hydrates and moisturizes lips!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2019.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
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
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
0
No community discussion yet.
3
Reddit mentions and discussion.
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 6.6/10, Starface World has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Starface World
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/starface-world
Cite this score: Engagemii (2026). "AEO Score for Starface World." Retrieved from https://engagemii.com/aeo/brands/starface-world
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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