AI Visibility Scorecard
Grassman Publication
grassmanpub.com · Media & Entertainment
Somewhat visible. AI bots can read Grassman Publication, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Meta AI · Claude · Apple Intelligence · ShapBot
#264,179 of 1,966,627 in Media & Entertainment for AI visibility
39
AI Naming Predictability
iSometimes named · 39/100
6
AEO Visibility
iBorderline · 5.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Grassman Publication
from our crawl and measurement
Grassman Publication is a Alto, MI business whose own site puts it this way: "Grassman Publication was founded on the conviction that every page should move closer to truth. In a world where stories are polished to sell, we publish works that reveal the raw essence." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is structured data describing the business.
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
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
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 5.6/10, Grassman Publication has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Grassman Publication
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grassmanpub
Cite this score: Engagemii (2026). "AEO Score for Grassman Publication." Retrieved from https://engagemii.com/aeo/brands/grassmanpub
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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