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AI Visibility Scorecard
Useful Books on Computational Fluid Dynamics: I do like CFD.
cfdbooks.com · Other
Borderline visible. AI bots can crawl Useful Books on Computational Fluid Dynamics: I do like CFD., 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.
AI engines read this profile 5 times
ChatGPT · Claude · Apple Intelligence
4.8
/10
AEO Score
About Useful Books on Computational Fluid Dynamics: I do like CFD.
from our crawl and measurement
Useful Books on Computational Fluid Dynamics: I do like CFD. describes itself simply: "A series of very useful books on Computational Fluid Dynamics: I do like CFD, by Katate Masatsuka, Ph.D." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
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
9
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
5
Forum and community discussion.
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 4.8/10, Useful Books on Computational Fluid Dynamics: I do like CFD. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Useful Books on Computational Fluid Dynamics: I do like CFD.
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cfdbooks
Cite this score: Engagemii (2026). "AEO Score for Useful Books on Computational Fluid Dynamics: I do like CFD.." Retrieved from https://engagemii.com/aeo/brands/cfdbooks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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