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AI Visibility Scorecard
Lessons At Startup
lessonsatstartup.com · Education
Borderline visible. AI bots can crawl Lessons At Startup, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#586,495 of 868,473 in Education for AI visibility
4.1
/10
AEO Score
About Lessons At Startup
from our crawl and measurement
Lessons At Startup describes itself simply: "Yet, behind the boom lies a stark reality: more than 2,000 startups shut down in just the last 18 months, and an estimated $20 billion in investor capital has been lost to failed ventures." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (Organization, WebSite, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 4.1/10, Lessons At Startup is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lessons At Startup
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lessonsatstartup
Cite this score: Engagemii (2026). "AEO Score for Lessons At Startup." Retrieved from https://engagemii.com/aeo/brands/lessonsatstartup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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