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AI Visibility Scorecard

Mackerel Graphics

Mackerel Graphics

Unclaimed

mackerelgraphics.com · E-commerce

Borderline visible. AI bots can crawl Mackerel Graphics, 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

#385,250 of 631,072 in E-commerce for AI visibility

4.1

/10

AEO Score

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About Mackerel Graphics

from our crawl and measurement

"Mackerel Graphics LLC is the brainchild of Chris Pinkerton. With over two decades of professional experience creating illustration and design for the international marketplace." That is how Mackerel Graphics of Little Compton, RI introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · E-commerce
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

1

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

6

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

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The exact fixes for Mackerel Graphics

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Mackerel Graphics: 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/mackerelgraphics

Cite this score: Engagemii (2026). "AEO Score for Mackerel Graphics." Retrieved from https://engagemii.com/aeo/brands/mackerelgraphics

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

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