#862,805 OF 2,701,012 IN TECHNOLOGY
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AI Visibility Scorecard
John Wiley & Sons
vcfieldguide.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.
AI engines read this profile 1 times
Claude
#862,805 of 2,701,012 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5/10
83
Muse Index Score
iAI agent readiness
Agent-ready · 83/100
8
AI Adoption
iBasic · 8/100
About John Wiley & Sons
from our crawl and measurement
John Wiley & Sons is a business whose own site puts it this way: "Learn venture capital fundamentals, startup investing frameworks, and how VCs evaluate markets, founders, products, and deals in The VC Field Guide by William Lin." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Book, Person, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 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
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vcfieldguide
Cite this score: Engagemii (2026). "AEO Score for John Wiley & Sons." Retrieved from https://engagemii.com/aeo/brands/vcfieldguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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