AI Visibility Scorecard
musclefeast.com · Health & Wellness
Somewhat visible. AI bots can read MuscleFeast, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 19 times
Claude · Meta AI · ChatGPT · Perplexity
#3,635 of 379,610 in Health & Wellness for AI visibility
43
AI Naming Predictability
iRarely named · 43/100
Health & Wellness average 12
Top 1% of Health & Wellness
See what's behind this score →5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Health & Wellness average 2. Claim your page and Engagemii is your first.
See what's behind this score →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
Health & Wellness average 19
See what's behind this score →0
from our crawl and measurement
MuscleFeast, based in Nashport, Ohio, describes itself simply: "Muscle Feast provides high-quality nutritional supplements to help you meet your health and fitness goals. All products are certified vegan & vegetarian. See more!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Website, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
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
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, MuscleFeast has a working base to build on - fixable, and the signals above are where to start.
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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.
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MuscleFeast lists 12 products, 12 in stock, priced 17.95 to 94.90.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/musclefeast
Cite this score: Engagemii (2026). "AEO Score for MuscleFeast." Retrieved from https://engagemii.com/aeo/brands/musclefeast
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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