#465,102 OF 723,782 IN E-COMMERCE
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AI Visibility Scorecard
Lost40 Essentials
lost40essentials.com · E-commerce
Borderline visible. AI bots can crawl Lost40 Essentials, 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 1 times
Claude
#465,102 of 723,782 in E-commerce for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Lost40 Essentials
from our crawl and measurement
All Natural Deodorant describes itself simply: "Discover lost40 essentials, small-batch, hand crafted deodorant made in the United States with natural ingredients for sustainable living. Shop now!." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.9/10, Lost40 Essentials is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lost40 Essentials
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lost40 Essentials.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lost40essentials
Cite this score: Engagemii (2026). "AEO Score for Lost40 Essentials." Retrieved from https://engagemii.com/aeo/brands/lost40essentials
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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