AI Visibility Scorecard
Les Kertay
themomentsproject.com · Other
Borderline visible. AI bots can crawl Les Kertay, 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 1 times
Claude
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Les Kertay
from our crawl and measurement
What Helps Us Carry Life Well is a business whose own site puts it this way: "Skip to content Topics Articles About What Helps Us Carry Life Well Reflections on mental health, grief, work, meaning, and the choices that shape a life." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
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
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, Les Kertay is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Mental health stigma: how far have we come?
We are talking a lot about mental health and associated stigma. The consensus seems to be that mental health stigma is on the run, especially when we talk about workplace mental health. I’m not so sure.
Is this your brand?
The exact fixes for Les Kertay
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Les Kertay.
Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themomentsproject
Cite this score: Engagemii (2026). "AEO Score for Les Kertay." Retrieved from https://engagemii.com/aeo/brands/themomentsproject
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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