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AI Visibility Scorecard
Failure Driven
failure-driven.com · Technology
Borderline visible. AI bots can crawl Failure Driven, 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
#2,204,908 of 2,631,483 in Technology for AI visibility
3.2
/10
AEO Score
About Failure Driven
from our crawl and measurement
"That talk received a lot of positive reaction and was a good spot for attendees to put down their note taking utensils and just enjoy the show, with cheers and jeers as the dramatisation." That is how Failure Driven introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
3
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
6
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 3.2/10, Failure Driven is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Failure Driven
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/failure-driven
Cite this score: Engagemii (2026). "AEO Score for Failure Driven." Retrieved from https://engagemii.com/aeo/brands/failure-driven
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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