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AI Visibility Scorecard

Public Speaker

Public Speaker

Unclaimed

john-lin.com · Media & Entertainment

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

AI engines read this profile 4 times

Claude · Apple Intelligence · Meta AI

#533,199 of 1,892,788 in Media & Entertainment for AI visibility

5.3

/10

AEO Score

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About Public Speaker

from our crawl and measurement

Public Speaker describes itself simply: "John is spreker, een China expert en een platform evangelist. Hij is een vaste columnist bij Twinkle Magazine en een voormalig Lead Ecosystem Business Developer en Strategy & Business." Its AI visibility score is 5.3 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 crawler access and the files AI engines look for. It is passable on a workable page structure. What holds it back is structured data describing the business, a clearly stated business identity, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 · Media & Entertainment
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

4

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 5.3/10, Public Speaker has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Public Speaker

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Public Speaker: 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/john-lin

Cite this score: Engagemii (2026). "AEO Score for Public Speaker." Retrieved from https://engagemii.com/aeo/brands/john-lin

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

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