AI Visibility Scorecard
sweetgrasssoap.com · E-commerce
Borderline visible. AI bots can crawl Sweetgrass Soap, 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.
AI engines read this profile 6 times
Claude · Perplexity · Apple Intelligence · Meta AI
#74,382 of 738,818 in E-commerce for AI visibility
4
4
AEO Visibility
iBorderline · 4.2/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Sweetgrass Soap is one of the businesses we track in the E-commerce space. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
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. What holds it back is sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.2/10, Sweetgrass Soap is crawlable but under-signaled - fixable, and the signals above are where to start.
Why choose Sweetgrass Soap?
At Sweetgrass Soap, we carefully select the best ingredients for your skin. Our goal is to create soothing products for all skin types with an Indigenous twist! We harvest sweetgrass year round to make a sweetgrass hydrosol and to infuse in oil. Then, we formulate these infusions into our products and there you have it.... a clean product with an Indigenous twist! Continue Reading Our Story
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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.
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Sweetgrass Soap lists 35 products, 25 in stock, priced 8.00 to 65.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sweetgrasssoap
Cite this score: Engagemii (2026). "AEO Score for Sweetgrass Soap." Retrieved from https://engagemii.com/aeo/brands/sweetgrasssoap
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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