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AI Visibility Scorecard

The Duck Pond

The Duck Pond

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dukertech.com · Education

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

AI engines read this profile 2 times

Claude

#309,029 of 863,600 in Education for AI visibility

5.1

/10

AEO Score

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About The Duck Pond

from our crawl and measurement

The Duck Pond is a business whose own site puts it this way: "On June 28, 2011October 10, 2018 The Face of Intolerance in America By Bob Duker I have lived with gay family members all of my life, and I love them for being who they are, not what they." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it. Beyond that, 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.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

4

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

5

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

7

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.

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 5.1/10, The Duck Pond has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for The Duck Pond: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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