AI Visibility Scorecard
sachajudd.com · Media & Entertainment
Borderline visible. AI bots can crawl What you love matters - Author. Speaker. Writer., 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 14 times
Claude · Meta AI · Apple Intelligence
#155,413 of 1,966,320 in Media & Entertainment for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
Media & Entertainment average 17
Top 19% of Media & Entertainment
See what's behind this score →5
-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
What you love matters describes itself simply: "Thoughts on pop culture, fandom, Harry Styles, and how we can build a happier, more vibrant culture online." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
The site does the on-page work well, with structured data on the page (BreadcrumbList, WebPage, WebSite), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.6/10, What you love matters - Author. Speaker. Writer. is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for What you love matters - Author. Speaker. Writer.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sachajudd
Cite this score: Engagemii (2026). "AEO Score for What you love matters - Author. Speaker. Writer.." Retrieved from https://engagemii.com/aeo/brands/sachajudd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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