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AI Visibility Scorecard
ASSAY: A JOURNAL OF NONFICTION STUDIES
assayjournal.com · Media & Entertainment
Somewhat visible. AI bots can read ASSAY: A JOURNAL OF NONFICTION STUDIES, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#409,408 of 1,898,195 in Media & Entertainment for AI visibility
5.5
/10
AEO Score
About ASSAY: A JOURNAL OF NONFICTION STUDIES
from our crawl and measurement
"Publishing the best nonfiction scholarship and pedagogy." That is how ASSAY: A JOURNAL OF NONFICTION STUDIES introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
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.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
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 5.5/10, ASSAY: A JOURNAL OF NONFICTION STUDIES has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for ASSAY: A JOURNAL OF NONFICTION STUDIES
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/assayjournal
Cite this score: Engagemii (2026). "AEO Score for ASSAY: A JOURNAL OF NONFICTION STUDIES." Retrieved from https://engagemii.com/aeo/brands/assayjournal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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