AI Visibility Scorecard
Ledisa Review
ledisareviews.com · Healthcare
Borderline visible. AI bots can crawl Ledisa Review, 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
#821,314 of 925,249 in Healthcare for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Healthcare average 11
Top 55% of Healthcare
See what's behind this score →4
-
Network Authority
iNot connected yet
Healthcare average 0.0
0 relationships · Healthcare average 3
See what's behind this score →53
Muse Index Score
iAI agent readiness
Agent-ready · 53/100
Healthcare average 18
See what's behind this score →0
About Ledisa Review
from our crawl and measurement
Ledisa Review describes itself simply: "Independent 90-day review of the Ledisa GLP-1 botanical patch, written by a post-menopausal customer in Ohio." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, Organization, Person), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Ledisa Review
- Website ·
- ledisareviews.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 20, 2026
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 read your site and name it in answers. At 3.5/10, Ledisa Review is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What did not change, and what I did not measure?
I want to be specific about what this patch did not do for me, because over-promising is how products like this lose trust: It did not change my energy levels. I do not feel "more alive." I just stopped grazing at night. It did not change my sleep. My sleep is what it has always been since menopause — fine, occasionally interrupted, not different. It did not change my mood.
Is this your brand?
The exact fixes for Ledisa Review
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledisareviews
Cite this score: Engagemii (2026). "AEO Score for Ledisa Review." Retrieved from https://engagemii.com/aeo/brands/ledisareviews
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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