AI Visibility Scorecard
Madison Lyons
madisonllyons.com · Food & Beverage
Borderline visible. AI bots can crawl Madison Lyons, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,122,715 of 1,394,002 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Madison Lyons
from our crawl and measurement
Madison Lyons is a business whose own site puts it this way: "Brand marketer with 12+ years of experience growing consumer brands across both high-growth startups and established global organizations." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 3.4/10, Madison Lyons is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Still there?
Here’s a bit more about me: At the heart of my work is a genuine curiosity about people and what makes brands resonate over time. I’m fascinated by how insights and storytelling come together to shape perception and build brands that people feel connected to.Much of my career has involved translating strategy into work that people can actually see and experience.
Is this your brand?
The exact fixes for Madison Lyons
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.
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Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/madisonllyons
Cite this score: Engagemii (2026). "AEO Score for Madison Lyons." Retrieved from https://engagemii.com/aeo/brands/madisonllyons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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