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AI Visibility Scorecard
My Natural Butter
lovemnb.com · E-commerce
Somewhat visible. AI bots can read My Natural Butter, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#179,475 of 639,048 in E-commerce for AI visibility
5.1
/10
AEO Score
About My Natural Butter
from our crawl and measurement
My Natural Butter, based in Gulfport, MS, describes itself simply: "Handcrafted skin and scalp care designed to soothe, hydrate, and relieve dry, sensitive skin. Discover body butters, oils, and more." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
9
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
8
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
1
Established authority for your domain.
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 5.1/10, My Natural Butter has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for My Natural Butter
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 portalFree signup unlocks the full article plus your personalized AEO fix list for My Natural Butter.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lovemnb
Cite this score: Engagemii (2026). "AEO Score for My Natural Butter." Retrieved from https://engagemii.com/aeo/brands/lovemnb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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