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AI Visibility Scorecard
apgrayson.com · Education
Borderline visible. AI bots can crawl A.P. Grayson, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#769,908 of 913,763 in Education for AI visibility
3.5
/10
AEO Score
from our crawl and measurement
A.P. Grayson is a business whose own site puts it this way: "A.P. Grayson writes speculative science fiction (soft sci-fi, SF) novels, and authors a range of non-fiction including blog posts, journal articles, book chapters, and textbooks." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a clearly stated business identity. It also found the gaps that keep answer engines guessing: credibility markers like credentials or reviews, a heading structure that lays out what it offers.
Off the page there is almost nothing to corroborate it: almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.5/10, A.P. Grayson is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for A.P. Grayson
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/apgrayson
Cite this score: Engagemii (2026). "AEO Score for A.P. Grayson." Retrieved from https://engagemii.com/aeo/brands/apgrayson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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