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AI Visibility Scorecard
Plum Street Books
plumstreetbooks.com · Education
At 2.5/10, Plum Street Books is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Apple Intelligence · Claude
#820,818 of 851,430 in Education for AI visibility
2.5
/10
AEO Score
About Plum Street Books
from our crawl and measurement
Plum Street Books describes itself simply: "A Historical Novel of Unflinching Realism and Emotional Depth In the sweltering heat of a Pennsylvania summer in 1861, the Truitt brothers stood side by side, staring down the...." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
8
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
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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.
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 2.5/10, Plum Street Books is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Plum Street Books
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/plumstreetbooks
Cite this score: Engagemii (2026). "AEO Score for Plum Street Books." Retrieved from https://engagemii.com/aeo/brands/plumstreetbooks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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