▼ 1.5 since Jul 2026
#1,378,745 OF 2,702,588 IN TECHNOLOGY
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AI Visibility Scorecard
Peptide Pitstop
peptidepitstop.com · Technology
Borderline visible. AI bots can crawl Peptide Pitstop, 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 3 times
Meta AI · Claude
#1,378,745 of 2,702,588 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Peptide Pitstop
from our crawl and measurement
Peptide Pitstop is a business whose own site puts it this way: "Free, open-source, self-hosted web app for tracking peptide and GLP-1 therapy: reconstitution and draw-volume math, dose logging, titration stacks, bloodwork trends,...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (SoftwareApplication, WebApplication, Organization), a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.5/10, Peptide Pitstop is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Peptide Pitstop
Which AI engines already crawl you
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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 Peptide Pitstop.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/peptidepitstop
Cite this score: Engagemii (2026). "AEO Score for Peptide Pitstop." Retrieved from https://engagemii.com/aeo/brands/peptidepitstop
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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