AI Visibility Scorecard
modernsoapmaking.com · Beauty & Personal Care
Somewhat visible. AI bots can read Modern Soapmaking, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 15 times
Claude · Apple Intelligence · Meta AI · Perplexity
#7,927 of 208,494 in Beauty & Personal Care for AI visibility
6
AEO Visibility
iVisible · 6.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"When you partner with an industry expert like us for private-label soap and contract manufacturing, you keep the secret of your top-notch soap quality while we handle the hard work." That is how Modern Soapmaking introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 6.1/10, Modern Soapmaking has a working base to build on - fixable, and the signals above are where to start.
Wait, who the hell is Kenna and why should I trust her?
Kenna's been around the soap block, literally and figuratively. She started making soap in 2004. Some say that one of her superpowers is distilling soapmaking chemistry down to plain English. She's owned and operated three profitable soap companies: Amathia Soapworks, Gratitude Soapery, and Mineral Springs Soap. In 2013, she launched Modern Soapmaking to help other soapmakers see the same success.
Is this your brand?
The exact fixes for Modern Soapmaking
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modernsoapmaking
Cite this score: Engagemii (2026). "AEO Score for Modern Soapmaking." Retrieved from https://engagemii.com/aeo/brands/modernsoapmaking
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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