▼ 1.9 since Jul 2026
#40,682 OF 713,111 IN E-COMMERCE
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AI Visibility Scorecard
Research Vials
researchvials.com · E-commerce
Somewhat visible. AI bots can read Research Vials, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 96 times
Meta AI · Apple Intelligence · Claude
#40,682 of 713,111 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.1/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
0
AI Adoption
iNone detected · 0/100
About Research Vials
from researchvials.com
Research Vials LLC: licensed US research peptide supplier. Every batch HPLC-verified by Analytical Formulations, Inc. Certificates of analysis on every vial.
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
10
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
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.1/10, Research Vials has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Research Vials
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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/researchvials
Cite this score: Engagemii (2026). "AEO Score for Research Vials." Retrieved from https://engagemii.com/aeo/brands/researchvials
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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