#109,419 OF 208,142 IN BEAUTY & PERSONAL CARE
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AI Visibility Scorecard
Lot Date
lotdate.com · Beauty & Personal Care
Borderline visible. AI bots can crawl Lot Date, 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
#109,419 of 208,142 in Beauty & Personal Care for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
45
Muse Index Score
iAI agent readiness
Transactable · 45/100
0
AI Adoption
iNone detected · 0/100
About Lot Date
from our crawl and measurement
Cosmetic Batch Code Checker is a business whose own site puts it this way: "Check cosmetic batch codes to estimate production date and expiry for 2000+ skincare, makeup, and fragrance brands." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (WebSite, Organization, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 4.4/10, Lot Date is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Which brands are supported?
Lot Date supports batch code, lot number, expiry, and freshness lookup for 2357 cosmetics, skincare, fragrance, and personal care brands. Start with a supported brand below, or browse the full brand directory.
How to Find Cosmetic Batch Codes and Lot Numbers on Packaging?
The fastest way to get a reliable production-date estimate is to copy the exact batch code from the package.
Is this your brand?
The exact fixes for Lot Date
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Lot Date.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lotdate
Cite this score: Engagemii (2026). "AEO Score for Lot Date." Retrieved from https://engagemii.com/aeo/brands/lotdate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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