AI Visibility Scorecard
purityregistry.com · Other
Borderline visible. AI bots can crawl PurityRegistry, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Vendor directory and CoA registry for research peptides · PurityRegistry is a business whose own site puts it this way: "Neutral directory of research-use-only peptide vendors with lab-confirmed certificates of analysis, batch records, and buyer reviews." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, PurityRegistry is crawlable but under-signaled - fixable, and the signals above are where to start.
Have a certificate?
If a CoA shipped with your order, or you run a vendor and test your batches, file it here. We check the report number with the lab and add the batch to the public record under the vendor's name. Submit a CoAClaim your listing PDF, PNG or JPG. Duplicates are detected by file hash, so re-uploading an existing certificate simply links to the record already on file.
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The exact fixes for PurityRegistry
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/purityregistry
Cite this score: Engagemii (2026). "AEO Score for PurityRegistry." Retrieved from https://engagemii.com/aeo/brands/purityregistry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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