AI Visibility Scorecard
Publish or Perish, Inc. ®
mathpop.com · E-commerce
Somewhat visible. AI bots can read Publish or Perish, Inc. ®, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Perplexity
#36,884 of 736,353 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.2/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About Publish or Perish, Inc. ®
from our crawl and measurement
"Publish or Perish, Inc.® is an academic publisher, often known simply as Publish or Perish, dedicated to producing high-quality, authoritative texts for the educational community." That is how Publish or Perish, Inc. ® of Houston, TX introduces itself. Its AI visibility score is 6.2 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 (LocalBusiness, Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 6.2/10, Publish or Perish, Inc. ® has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Publish or Perish, Inc. ®
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mathpop
Cite this score: Engagemii (2026). "AEO Score for Publish or Perish, Inc. ®." Retrieved from https://engagemii.com/aeo/brands/mathpop
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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