⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
layaboutmag.com · Media & Entertainment
At 1.6/10, Layabout is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#1,802,416 of 1,825,941 in Media & Entertainment for AI visibility
1.6
/10
AEO Score
from our crawl and measurement
"Layabout is an online magazine publishing critical and creative works." That is how Layabout introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 out of 10.
The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 1.6/10, Layabout is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Layabout
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Layabout.
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/layaboutmag
Cite this score: Engagemii (2026). "AEO Score for Layabout." Retrieved from https://engagemii.com/aeo/brands/layaboutmag
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform
OH Creative Studios | Columbus, Ohio's leading Commercial Photography Studio
3.6/10
Coley & Co Photography
3.6/10
Taylor House
3.6/10
Phoenix Arcade HQ: Retro Gaming News and Reviews
3.6/10
League Crew Zone X: Your Ultimate Gaming Community Hub
3.6/10
Fresh Nest Notes: Home Decor and Lifestyle Inspiration Blog
3.6/10