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AI Visibility Scorecard
JML Soaps
jmlsoaps.com · Beauty & Personal Care
Somewhat visible. AI bots can read JML Soaps, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#18,750 of 183,683 in Beauty & Personal Care for AI visibility
5.6
/10
AEO Score
About JML Soaps
from our crawl and measurement
"JML Soaps is a small business that handmakes skincare and household products with high quality, local ingredients." That is how JML Soaps introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 5.6/10, JML Soaps has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for JML Soaps
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Skin Type Isn't One-Size-Fits-All. Neither Should Your Brand's Advice Be.
Beauty is personal in a way that almost no other category is.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for JML Soaps.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jmlsoaps
Cite this score: Engagemii (2026). "AEO Score for JML Soaps." Retrieved from https://engagemii.com/aeo/brands/jmlsoaps
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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