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AI Visibility Scorecard
Lab of the Lost
labofthelost.com · Technology
At 3/10, Lab of the Lost 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,377,979 of 2,713,138 in Technology for AI visibility
3
/10
AEO Score
About Lab of the Lost
from our crawl and measurement
"Lab of the Lost is the home of Andrew White's personal apps, including Best Friends, the social app where you learn something new about your friends every day." That is how Lab of the Lost introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The site gets some of it right: it has structured data on the page (WebSite), a sitemap. What holds it back is what is absent, including an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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.
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 3/10, Lab of the Lost is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lab of the Lost
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/labofthelost
Cite this score: Engagemii (2026). "AEO Score for Lab of the Lost." Retrieved from https://engagemii.com/aeo/brands/labofthelost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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