AI Visibility Scorecard
Stack Science
stack-science.com · E-commerce
Borderline visible. AI bots can crawl Stack Science, 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 5 times
Claude · Apple Intelligence · Meta AI
#250,681 of 738,740 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Stack Science
from our crawl and measurement
"Start with precision peptides and Stack Science to find third-party tested peptides, bioregulators, sprays, and reconstitution essentials." That is how Stack Science introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 4.9/10, Stack Science is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have Questions Before You Shop?
Whether you're exploring peptides for the first time or looking for additional product information, the Stack Science team is here to help. Reach out with your questions and get the guidance you need before making your selection. Connect With Our Team (516) 246-5887 info@stack-science.com @stack__science(opens in new tab) All products on this site are for research and development use only.
Is this your brand?
The exact fixes for Stack Science
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Stack Science.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stack-science
Cite this score: Engagemii (2026). "AEO Score for Stack Science." Retrieved from https://engagemii.com/aeo/brands/stack-science
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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