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AI Visibility Scorecard

ducksummer.com

ducksummer.com

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ducksummer.com · Healthcare

At 1.8/10, ducksummer.com 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 4 times

Claude · Apple Intelligence

#827,488 of 839,080 in Healthcare for AI visibility

1.8

/10

AEO Score

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About ducksummer.com

from our crawl and measurement

Home describes itself simply: "Kindle & Paperback Available at amazon.com Duck Summer: My Odyssey As A Dialysis Patient is the story of my journey through renal failure and subsequent six-year stint on hemodialysis." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.8 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Healthcare
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

1

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

5

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

2

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 Authority

0

Little domain authority yet.

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 1.8/10, ducksummer.com is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for ducksummer.com

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for ducksummer.com: AEO & AI Search

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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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