AI Visibility Scorecard
ag-publishing.com · Media & Entertainment
Borderline visible. AI bots can crawl Boutique Publishing Firm, 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 5 times
Meta AI · Claude
#1,491,369 of 1,966,289 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Boutique Publishing Firm describes itself simply: "AG Publishing specializes in high-end textbooks for certification & legal fields. Partner with us for quality production & better royalties." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
Sitemaps and entity links AI can follow.
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.
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 3.6/10, Boutique Publishing Firm is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose AG Publishing?
AG Publishing partners with a hand-selected group of elite authors. You retain control of your content and a direct voice in every decision — while we keep your books current, your readers informed, and your work earning what it should. A Partner, Not a Machine As a small firm with a limited roster, every author works directly with our team.
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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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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ag-publishing
Cite this score: Engagemii (2026). "AEO Score for Boutique Publishing Firm." Retrieved from https://engagemii.com/aeo/brands/ag-publishing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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