AI visibility score
4.1/ 10Fair

▲ 2.3 since Jul 2026

#245,997 of 365,175 in Automotive

As of 2026-07-26 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

tc2oons

tc2oons

Unclaimed

tc2oons.substack.com · Automotive

Borderline visible. AI bots can crawl tc2oons, 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 1 times

Claude

#245,997 of 365,175 in Automotive for AI visibility

4

AEO Visibility

i

Borderline · 4.1/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

?

AI Adoption

i

None detected · -/100

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About tc2oons

from tc2oons.substack.com

Nationally syndicated and classically trained (self taught) Editorial Cartoonist. Pointing my pencil at problems and sharing the process. Click to read tc2oons, by Tim Campbell, a Substack publication with hundreds of subscribers.

Industry · Automotive
Last scored · Jul 26, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Weak

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Strong

Established authority for your domain.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Strong

Press and news coverage.

Community

Strong

Forum and community discussion.

Social Mentions

Weak

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 4.1/10, tc2oons is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for tc2oons: 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 26, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/tc2oons-substack

Cite this score: Engagemii (2026). "AEO Score for tc2oons." Retrieved from https://engagemii.com/aeo/brands/tc2oons-substack

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

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