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AI Visibility Scorecard
Molecular Edge Peptides
molecularedge.com · E-commerce
Somewhat visible. AI bots can read Molecular Edge Peptides, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#156,754 of 578,780 in E-commerce for AI visibility
5.2
/10
AEO Score
About Molecular Edge Peptides
from our crawl and measurement
Molecular Edge Peptides is a San Jose, CA business whose own site puts it this way: "Molecular Edge Peptides offers 99%+ pure, USA-made research peptides for qualified labs, validated by HPLC/MS. In-vitro use only." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
By its own structured data it is a retail business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
10
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 5.2/10, Molecular Edge Peptides has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Molecular Edge Peptides
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/molecularedge
Cite this score: Engagemii (2026). "AEO Score for Molecular Edge Peptides." Retrieved from https://engagemii.com/aeo/brands/molecularedge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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