#918,704 OF 926,928 IN EDUCATION
SCORE HISTORY BEGINS 2026-09-16
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AI Visibility Scorecard
Borrowed Mistakes
borrowedmistakes.com · Education
At 1.2/10, Borrowed Mistakes 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
#918,704 of 926,928 in Education for AI visibility
1
AEO Visibility
iNear-invisible · 1.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Borrowed Mistakes
from our crawl and measurement
Borrowed Mistakes describes itself simply: "Borrowed Mistakes by Michael Lugenbell. How a Veteran Broke Every Credit Rule, Paid for It Twice, and Found His Way Back. A book about credit, money, and the lessons nobody taught you." As far as answer engines are concerned it may as well not exist yet: 1.2 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 1.2/10, Borrowed Mistakes is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Borrowed Mistakes
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/borrowedmistakes
Cite this score: Engagemii (2026). "AEO Score for Borrowed Mistakes." Retrieved from https://engagemii.com/aeo/brands/borrowedmistakes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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