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AI Visibility Scorecard

Jonah M. Cole

Jonah M. Cole

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jonahmcole.com · Media & Entertainment

At 2.9/10, Jonah M. Cole 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 1 times

Claude

#1,691,289 of 1,924,605 in Media & Entertainment for AI visibility

3

AEO Visibility

i

Near-invisible · 2.9/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Jonah M. Cole

from our crawl and measurement

Jonah M. Cole is a business whose own site puts it this way: "From articles promoted on Apple News to documentaries and live broadcasts, my work in multimedia journalism represents both the person I am and the professional I want to be." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models, a sitemap. It also found the gaps that keep answer engines guessing: a heading structure that lays out what it offers.

AI crawlers have visited the site once in our tracking, so the engines are already looking.

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

5

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

8

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 2.9/10, Jonah M. Cole is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Jonah M. Cole: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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