#1,465 OF 380,263 IN HEALTH & WELLNESS
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AI Visibility Scorecard
Frog Fuel Collagen Protein
frogfuel.com · Health & Wellness
Somewhat visible. AI bots can read Frog Fuel Collagen Protein, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
ChatGPT · Claude · Meta AI · Apple Intelligence
#1,465 of 380,263 in Health & Wellness for AI visibility
7
AEO Visibility
iVisible · 6.7/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Frog Fuel Collagen Protein
from our crawl and measurement
Frog Fuel Collagen Protein is a Fort Worth, TX business whose own site puts it this way: "Frog Fuel Liquid Collagen Protein Shots are the FASTEST absorbed, most bioavailable liquid protein supplement you can buy." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 6.7/10, Frog Fuel Collagen Protein has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
When TO USE FROG FUEL?
Make recovery a regular part of your routine to fuel long-term strength and peak performance.
Is this your brand?
The exact fixes for Frog Fuel Collagen Protein
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Frog Fuel Collagen Protein.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frogfuel
Cite this score: Engagemii (2026). "AEO Score for Frog Fuel Collagen Protein." Retrieved from https://engagemii.com/aeo/brands/frogfuel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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