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AI Visibility Scorecard
Snug Science
snugscience.com · Health & Wellness
Borderline visible. AI bots can crawl Snug Science, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#153,484 of 441,222 in Health & Wellness for AI visibility
5
/10
AEO Score
About Snug Science
from our crawl and measurement
Snug Science is a business whose own site puts it this way: "Plain-language, evidence-based articles on the psychology and science of small everyday comforts, analog living, and the curious biology of feeling good, researched with AI assistance and." 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 and crawler access and the files AI engines look for. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5/10, Snug Science is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Snug Science
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
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Source & Attribution
Scored by Engagemii on July 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/snugscience
Cite this score: Engagemii (2026). "AEO Score for Snug Science." Retrieved from https://engagemii.com/aeo/brands/snugscience
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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