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AI Visibility Scorecard
NO BULLSHIT TEXTBOOKS
minireference.com · Education
Somewhat visible. AI bots can read NO BULLSHIT TEXTBOOKS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#27,520 of 860,518 in Education for AI visibility
6.7
/10
AEO Score
About NO BULLSHIT TEXTBOOKS
from our crawl and measurement
NO BULLSHIT TEXTBOOKS describes itself simply: "The NO BULLSHIT books are the best way to learn calculus, mechanics, and linear algebra. We'll start with basic math and end up at quantum mechanics." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
8
Forum and community discussion.
1
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 6.7/10, NO BULLSHIT TEXTBOOKS has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NO BULLSHIT TEXTBOOKS
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for NO BULLSHIT TEXTBOOKS.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/minireference
Cite this score: Engagemii (2026). "AEO Score for NO BULLSHIT TEXTBOOKS." Retrieved from https://engagemii.com/aeo/brands/minireference
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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