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AI Visibility Scorecard
Failory: 90% of Startups Fail — Learn How Not To.
failory.com · Technology
Somewhat visible. AI bots can read Failory: 90% of Startups Fail — Learn How Not To., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#44,555 of 2,708,729 in Technology for AI visibility
6.8
/10
AEO Score
About Failory: 90% of Startups Fail — Learn How Not To.
from our crawl and measurement
"Learn from startup failures and successes in 5 min or less. The stories, frameworks, and tactics that will make you a 10x better founder." That is how Failory: 90% of Startups Fail Learn How Not To. introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic). The business dates to 2014.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
8
Forum and community discussion.
5
Reddit mentions and discussion.
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 6.8/10, Failory: 90% of Startups Fail — Learn How Not To. has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Failory: 90% of Startups Fail — Learn How Not To.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/failory
Cite this score: Engagemii (2026). "AEO Score for Failory: 90% of Startups Fail — Learn How Not To.." Retrieved from https://engagemii.com/aeo/brands/failory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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