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AI Visibility Scorecard

cplesley

cplesley

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cplesley.com · Food & Beverage

Somewhat visible. AI bots can read cplesley, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#180,526 of 1,413,523 in Food & Beverage for AI visibility

5.5

/10

AEO Score

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About cplesley

from our crawl and measurement

cplesley is a business whose own site puts it this way: "The place to find images and information about the work of C. P. Lesley, who writes historical fiction set in Russia and science fiction romance about ballet." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.

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.

Industry · Food & Beverage
Last scored · Aug 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

9

Inbound links from other sites.

Domain Trust

2

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.

Reddit

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 5.5/10, cplesley has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for cplesley

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for cplesley: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cplesley

Cite this score: Engagemii (2026). "AEO Score for cplesley." Retrieved from https://engagemii.com/aeo/brands/cplesley

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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