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AI Visibility Scorecard

David Frink

David Frink

Unclaimed

dfrink.com · Food & Beverage

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

AI engines read this profile 2 times

Claude · Apple Intelligence

#192,370 of 1,353,883 in Food & Beverage for AI visibility

5.4

/10

AEO Score

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About David Frink

from our crawl and measurement

"I shared the key lessons I’ve learned coaching leaders and leading coaches." That is how David Frink introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

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

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

8

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

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 5.4/10, David Frink has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for David Frink

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for David Frink: 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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