AI Visibility Scorecard
Macala Rose
maca.la · Technology
Somewhat visible. AI bots can read Macala Rose, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · ChatGPT · Claude
#566,365 of 2,705,353 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
2
AI Adoption
iBasic · 2/100
About Macala Rose
from our crawl and measurement
Macala Rose is a business whose own site puts it this way: "Thought experiments and research on human behavior, AI, and technology. A newsletter and community for women in leadership roles." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), 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
Weak
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
Good
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
Strong
Inbound links from other sites.
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 5.3/10, Macala Rose has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Should Women Use LinkedIn For Professional Development?
Just like our relationships, our use of platforms is complex. It's time to start thinking of where we spend our time online.
Is this your brand?
The exact fixes for Macala Rose
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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/maca-la
Cite this score: Engagemii (2026). "AEO Score for Macala Rose." Retrieved from https://engagemii.com/aeo/brands/maca-la
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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