AI Visibility Scorecard
monbecca.com · E-commerce
At 2.11/10, Sera Beauty is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
Top 50% in E-commerce for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
E-commerce average 18
Top 73% of E-commerce
See what's behind this score →2.11
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
Sera Beauty is a business whose own site puts it this way: "Switch On Your Glow Sera Glow Gel is a fast-absorbing liquid NAD support designed for women who feel like they’re doing everything right, but still don’t feel like themselves." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.11 out of 10.
Our crawl found structured data on the page (Organization, WebSite, Product), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.11/10, Sera Beauty is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
How long does it take to notice effects?
Your experience may vary. Some users report noticing changes in improved energy levels or skin appearance after a few weeks of consistent daily use.
What should I expect?
With consistent daily use, Sera Glow Gel helps support key systems involved in energy metabolism, skin vitality, and overall cellular function. The foundations behind how you feel and how you show up. 1 WEEKYou may begin to notice a lift in daytime energy and mental clarity as your energy metabolism feels more supported. Some women report feeling less dependent on caffeine and more steady throughout the day.
Tired - even though you're doing everything right?
As we age, the body’s ability to produce and manage energy naturally becomes less efficient.That means energy can feel lower or more inconsistent, even when sleep, nutrition, and routines stay the same.Sera supports energy metabolism by helping your body maintain the systems it uses to make energy every day.Instead of pushing your nervous system with caffeine, it delivers key ingredients in a fast-absorbing liquid.
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.
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Sera Beauty lists 3 products, 3 in stock, priced 2.50 to 49.99.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/monbecca
Cite this score: Engagemii (2026). "AEO Score for Sera Beauty." Retrieved from https://engagemii.com/aeo/brands/monbecca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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