AI Visibility Scorecard
Wild Lather
wildlather.com · Technology
At 2.61/10, Wild Lather is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 7 times
Claude · Meta AI · Parallel · Apple Intelligence
Top 50% in Technology for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Technology average 28
Top 23% of Technology
See what's behind this score →2.61
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Transactable · 20/100
Technology average 17
See what's behind this score →0
About Wild Lather
from our crawl and measurement
Wild Lather is a business whose own site puts it this way: "Gently cleansing and deeply nourishing soap for full body bathing and shaving. Hand-poured and air-cured in small, weekly batches with organic plants and essential oils." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.61 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have read this profile 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- Wild Lather
- Website ·
- wildlather.com
- Industry ·
- Technology
- Location ·
- Pasadena, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.61/10, Wild Lather is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Wild Lather.
Wild Lather lists 16 products, 12 in stock, priced 12.00 to 74.00.
Show all 16 products
- Summer Camp ~ Seasonal Soap · 16.00
- Hand-Dyed Organic Cotton Tote · 12.00
- Soap Ends + Seconds · 14.00 · out of stock
- Sauna Soap ~ Black Lava Salt + Australian Eucalyptus · 16.00
- Three Month Gift Subscription · 29.00
- Three Triangles ~ Monthly Subscription · 39.00
- Two Triangles ~ Monthly Subscription · 29.00
- Sun Milk Soap ~ Essential-Oil-Free Milky Oats + Calendula · 14.00 · out of stock
- Osaka Soap ~ Sage + Matcha · 16.00
- Milford Sound Soap ~ Wild Lavender + Peppermint · 16.00
- Kyoto Soap ~ Yuzu Peel + Hinoki Cypress · 16.00
- Sun Fruit Soap ~ Juicy Citrus + Vetiver Root · 16.00
- Byron Bay Soap ~ Soft Palo Santo + Green Mandarin · 16.00 · out of stock
- Sun Milk ~ Daily Face Oil · 74.00
- Salve Soap ~ Creamy + Meditative · 16.00
- 12 Apostles Soap ~ Wild Lavender + Lemon Blossom · 16.00 · out of stock
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wildlather
Cite this score: Engagemii (2026). "AEO Score for Wild Lather." Retrieved from https://engagemii.com/aeo/brands/wildlather
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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