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AI Visibility Scorecard

Jon Withnall

Jon Withnall

Unclaimed

jonwithnall.com · Media & Entertainment

Borderline visible. AI bots can crawl Jon Withnall, 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.

AI engines read this profile 2 times

Claude · Meta AI

#767,075 of 1,892,788 in Media & Entertainment for AI visibility

5

/10

AEO Score

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About Jon Withnall

from our crawl and measurement

"Jon Withnall has worked on many award-winning records that have sold over 30 million records with 20 billion steams in the bag." That is how Jon Withnall introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 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 once in our tracking, including ClaudeBot (Anthropic).

Industry · Media & Entertainment
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

1

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 5/10, Jon Withnall is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Jon Withnall

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Jon Withnall: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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