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AI Visibility Scorecard
LogMyStack — The logbook for peptide users
logmystack.com · Healthcare
At 2.5/10, LogMyStack — The logbook for peptide users is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#705,480 of 726,469 in Healthcare for AI visibility
2.5
/10
AEO Score
About LogMyStack — The logbook for peptide users
from our crawl and measurement
"Build your stack, log your doses, track your outcomes. A structured logbook for serious peptide users. Free beta coming soon." That is how LogMyStack — The logbook for peptide users introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
The site gets some of it right: it has a sitemap. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.5/10, LogMyStack — The logbook for peptide users is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LogMyStack — The logbook for peptide users
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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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/logmystack
Cite this score: Engagemii (2026). "AEO Score for LogMyStack — The logbook for peptide users." Retrieved from https://engagemii.com/aeo/brands/logmystack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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