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AI Visibility Scorecard
Cleo Croft
cleocroft.com · Technology
Borderline visible. AI bots can crawl Cleo Croft, 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
#1,959,657 of 2,825,433 in Technology for AI visibility
4.1
/10
AEO Score
About Cleo Croft
from our crawl and measurement
Cleo Croft is a business whose own site puts it this way: "Cleo Croft writes contemporary romance stories with optimism, an appreciation of the ridiculous, and love for life's awkward moments. Her Unity Falls series begins with Second Chance Donuts." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 4.1/10, Cleo Croft is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cleo Croft
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/cleocroft
Cite this score: Engagemii (2026). "AEO Score for Cleo Croft." Retrieved from https://engagemii.com/aeo/brands/cleocroft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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