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AI Visibility Scorecard
Frog Fuel Collagen Protein
frogfuel.com · E-commerce
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 3 times
ChatGPT · Claude
#3,777 of 286,268 in E-commerce for AI visibility
6.6
/10
AEO Score
About Frog Fuel Collagen Protein
from frogfuel.com
Frog Fuel Liquid Collagen Protein Shots are the FASTEST absorbed, most bioavailable liquid protein supplement you can buy. Our Nano Hydrolyzed Liquid Collagen Protein is proven for 100% digestibility in less than 15 minutes by an independent clinical study. It's used by athletes and in 4,000+ medical facilities.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.6/10, Frog Fuel Collagen Protein has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Frog Fuel Collagen Protein
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on May 28, 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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