AI visibility score
3.5/ 10Weak

#826,920 of 923,289 in Healthcare

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

MyPeptides.io — Research Grade Compounds · Lyophilized · COA Available

MyPeptides.io — Research Grade Compounds · Lyophilized · COA Available

Unclaimed

mpbiolab.com · Healthcare

Borderline visible. AI bots can crawl MyPeptides.io — Research Grade Compounds · Lyophilized · COA Available, 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.

AI engines read this profile 1 times

Claude

#826,920 of 923,289 in Healthcare for AI visibility

4

AEO Visibility

i

Near-invisible · 3.5/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

4

AI Adoption

i

Basic · 4/100

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About MyPeptides.io — Research Grade Compounds · Lyophilized · COA Available

from our crawl and measurement

"MyPeptides.io, Composés de recherche lyophilisés, haute pureté certifiée, stockage −20°C. Pour usage laboratoire uniquement." That is how MyPeptides.io Research Grade Compounds · Lyophilized · COA Available introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Healthcare
Last scored · Jul 31, 2026

The 6 signals AI reads

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

Weak

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

Fair

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

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.

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 3.5/10, MyPeptides.io — Research Grade Compounds · Lyophilized · COA Available is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for MyPeptides.io — Research Grade Compounds · Lyophilized · COA Available: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/mpbiolab

Cite this score: Engagemii (2026). "AEO Score for MyPeptides.io — Research Grade Compounds · Lyophilized · COA Available." Retrieved from https://engagemii.com/aeo/brands/mpbiolab

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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