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AI Visibility Scorecard
John Wiley & Sons
thevcfieldguide.com · Technology
Borderline visible. AI bots can crawl John Wiley & Sons, 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
#884,295 of 2,623,328 in Technology for AI visibility
5
/10
AEO Score
About John Wiley & Sons
from our crawl and measurement
John Wiley & Sons describes itself simply: "Learn venture capital fundamentals, startup investing frameworks, and how VCs evaluate markets, founders, products, and deals in The VC Field Guide by William Lin." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Book, Person, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 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 5/10, John Wiley & Sons is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Wiley & Sons
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thevcfieldguide
Cite this score: Engagemii (2026). "AEO Score for John Wiley & Sons." Retrieved from https://engagemii.com/aeo/brands/thevcfieldguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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