AI Visibility Scorecard
Handcrafted Soap and Cosmetic Guild
soapguild.org · Membership Organizations
Somewhat visible. AI bots can read Handcrafted Soap and Cosmetic Guild, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#9,456 of 93,316 in Membership Organizations for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Handcrafted Soap and Cosmetic Guild
from our crawl and measurement
Handcrafted Soap and Cosmetic Guild, based in Saratoga Springs, NY, describes itself simply: "Home page of the Handcrafted Soap and Cosmetic Guild, the trade association for the handcrafted soap and cosmetic industry. Find out about the many features offered to HSCG Members." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
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 5.7/10, Handcrafted Soap and Cosmetic Guild has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Handcrafted Soap and Cosmetic Guild
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/soapguild-org
Cite this score: Engagemii (2026). "AEO Score for Handcrafted Soap and Cosmetic Guild." Retrieved from https://engagemii.com/aeo/brands/soapguild-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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