AI Visibility Scorecard
IR Reversal Roadmap
insulinroadmap.com · Healthcare
Borderline visible. AI bots can crawl IR Reversal Roadmap, 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
#474,146 of 923,289 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About IR Reversal Roadmap
from our crawl and measurement
IR Reversal Roadmap describes itself simply: "Complete 90-day protocol guide plus 3 bonuses: Hormone Lab Cheat Sheet, IR Grocery List, and 90-Day Progress Tracker. Instant PDF download." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, Product), an llms.txt file for AI models and 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
Fair
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, IR Reversal Roadmap is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Still unsure?
Direct answers to the most common questions.Is this for me if I'm not diabetic?+Yes — and that's exactly the point. Most people with insulin resistance have "normal" labs. They feel terrible but get no answers. This guide is written for you: the person who's doing everything right and still stuck.Do I need any prior knowledge?+None. The guide starts from zero and explains the biology in plain English.
Is this your brand?
The exact fixes for IR Reversal Roadmap
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 IR Reversal Roadmap.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/insulinroadmap
Cite this score: Engagemii (2026). "AEO Score for IR Reversal Roadmap." Retrieved from https://engagemii.com/aeo/brands/insulinroadmap
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform