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AI Visibility Scorecard
Lobster Capital
ycroaster.com · Technology
Somewhat visible. AI bots can read Lobster Capital, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#606,184 of 2,623,115 in Technology for AI visibility
5.3
/10
AEO Score
About Lobster Capital
from our crawl and measurement
"Free AI-powered Y Combinator application review tool. Get instant, detailed feedback on your YC application." That is how YC Roaster introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
On the page, the fundamentals are in place: structured data on the page (WebSite, Organization, FAQPage), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
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
4
Forum and community discussion.
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 5.3/10, Lobster Capital has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lobster Capital
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ycroaster
Cite this score: Engagemii (2026). "AEO Score for Lobster Capital." Retrieved from https://engagemii.com/aeo/brands/ycroaster
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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