⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Molly Roberson
mollyroberson.substack.com · Healthcare
At 1.6/10, Molly Roberson 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
#776,411 of 780,635 in Healthcare for AI visibility
1.6
/10
AEO Score
About Molly Roberson
from our crawl and measurement
Molly Roberson is a business whose own site puts it this way: "After losing my mom to cancer I had a deep awakening. A PA turned renegade researcher here to help you discover how to heal your own body with off label methods." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and 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
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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 1.6/10, Molly Roberson is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Molly Roberson
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Molly Roberson.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mollyroberson-substack
Cite this score: Engagemii (2026). "AEO Score for Molly Roberson." Retrieved from https://engagemii.com/aeo/brands/mollyroberson-substack
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