AI Visibility Scorecard
Words by Lara Moses
laramoses.com · Media & Entertainment
Borderline visible. AI bots can crawl Words by Lara Moses, 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 3 times
Claude · Apple Intelligence · Meta AI
#1,357,269 of 1,965,750 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Words by Lara Moses
from our crawl and measurement
"Could it be the fear of not truly living or being closer to death?." That is how Words by Lara Moses introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
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
Fair
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 4/10, Words by Lara Moses is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What’s Next?
I aim to use this platform as a form of therapy. A place that I share my truth, a place that I can be honest about every and anything. I have so many ideas about where I want to take this blog, but for now, it will be my place of truth, honesty, and love – and I hope that by sharing I can inspire and motivate you to live in your truth.
Is this your brand?
The exact fixes for Words by Lara Moses
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/laramoses
Cite this score: Engagemii (2026). "AEO Score for Words by Lara Moses." Retrieved from https://engagemii.com/aeo/brands/laramoses
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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