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AI Visibility Scorecard

ROGUE PIXEL

ROGUE PIXEL

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rogue-pixel.com · E-commerce

Borderline visible. AI bots can crawl ROGUE PIXEL, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#495,509 of 631,616 in E-commerce for AI visibility

3.4

/10

AEO Score

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About ROGUE PIXEL

from our crawl and measurement

ROGUE PIXEL is a business whose own site puts it this way: "A London based design team and puzzle maker for frame worthy jigsaw fun. New series 'LANDING' - A space exploration inspired puzzle tetralogy in stock now." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.

On the page it is passable on a workable page structure, a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, the domain does not yet read as established, 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.

There is not much on the page to read either, about 141 words.

Industry · E-commerce
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

6

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

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

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 3.4/10, ROGUE PIXEL is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for ROGUE PIXEL

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for ROGUE PIXEL: 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/rogue-pixel

Cite this score: Engagemii (2026). "AEO Score for ROGUE PIXEL." Retrieved from https://engagemii.com/aeo/brands/rogue-pixel

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

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