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AI Visibility Scorecard
Word Association Pub
wordassociation.com · Media & Entertainment
Somewhat visible. AI bots can read Word Association Pub, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#165,858 of 1,915,736 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Word Association Pub
from our crawl and measurement
"Publishing GREAT BOOKS from PITTSBURGH for AUTHORS & READERS Worldwide since 1990 What's Your Story?We are a premier, independent, self-publishing house, working with writers in all genres." That is how Word Association Pub of Tarentum, Pennsylvania introduces itself. Its AI visibility score is 6.0 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 (WebSite, LocalBusiness, ItemList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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
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 6/10, Word Association Pub has a working base to build on - fixable, and the signals above are where to start.
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wordassociation
Cite this score: Engagemii (2026). "AEO Score for Word Association Pub." Retrieved from https://engagemii.com/aeo/brands/wordassociation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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