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AI Visibility Scorecard
Sunborn Collective
sunborncollective.com · Food & Beverage
At 2.4/10, Sunborn Collective 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 2 times
Claude · Apple Intelligence
#1,245,342 of 1,354,827 in Food & Beverage for AI visibility
2.4
/10
AEO Score
About Sunborn Collective
from our crawl and measurement
"The Sunborn Collective serves women in fertility, pregnancy, birth and postpartum." That is how Sunborn Collective introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.
The site gets some of it right: it has structured data on the page (WebSite, LocalBusiness), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 2.4/10, Sunborn Collective is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sunborn Collective
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sunborncollective
Cite this score: Engagemii (2026). "AEO Score for Sunborn Collective." Retrieved from https://engagemii.com/aeo/brands/sunborncollective
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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