AI Visibility Scorecard
MgBright LLC
androjoy.com · E-commerce
Borderline visible. AI bots can crawl MgBright LLC, 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 2 times
Claude · ShapBot
#207,828 of 739,332 in E-commerce for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
E-commerce average 27
See what's behind this score →0
About MgBright LLC
from our crawl and measurement
MgBright LLC, based in Houston, TX, describes itself simply: "MgBright LLC is a Texas-based company founded in 2011, specializing in high-absorption magnesium supplements to alleviate muscle cramps, leg cramps, and issues caused by magnesium." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- MgBright LLC
- Website ·
- androjoy.com
- Industry ·
- E-commerce
- Location ·
- Houston, TX
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 30, 2026
The 6 signals AI reads
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
Strong
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.
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 read your site and name it in answers. At 4/10, MgBright LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Good is Cramp Defense®?
Our product works for most people, but not everyone. If it doesn't work for you, return it for a 100% money back refund, within 120 days of purchase -- even if you have used the entire bottle! We have sold 1 million+ bottles all over the world -- read our outstanding reviews below and on Amazon.
Is this your brand?
The exact fixes for MgBright LLC
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for MgBright LLC.
MgBright LLC lists 20 products, 2 in stock, priced 19.00 to 65.00.
Show all 20 products
- Prosta-Glan (Prostate Support) · 65.00 · out of stock
- Odorless Garlic · 22.00 · out of stock
- Collagen Powder · 37.00 · out of stock
- N-Acetyl Cysteine · 35.00 · out of stock
- Krill Ultra™ · 43.00 · out of stock
- Probiotic Broad-Spectrum · 34.00 · out of stock
- Thyroid Complex · 38.00 · out of stock
- Melatonin 3mg · 19.00 · out of stock
- BP Natural (Blood Pressure Control) · 62.00 · out of stock
- Astaxanthin · 57.00 · out of stock
- Trans Resveratrol w/ Quercetin · 48.00 · out of stock
- Vitamin K2 · 30.00 · out of stock
- Nattokinase with Vitamin E · 39.00 · out of stock
- Vitamin C-1000 Plus · 26.00 · out of stock
- Curcumin BCM-95 · 42.00 · out of stock
- Digestin - Digestive Enzymes · 34.00 · out of stock
- EPA/DHA Super · 28.00 · out of stock
- CoQ10 Ubiquinol · 49.00 · out of stock
- One-Time Purchase -- · 32.95 · Supplement
- Subscription · 39.95 · Supplement
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/androjoy
Cite this score: Engagemii (2026). "AEO Score for MgBright LLC." Retrieved from https://engagemii.com/aeo/brands/androjoy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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