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AI Visibility Scorecard

Quality Approved

Quality Approved

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⚠ Identity mismatch

cjfletcher.com · E-commerce

At 2.9/10, Quality Approved 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 4 times

Claude · Apple Intelligence

#544,119 of 624,121 in E-commerce for AI visibility

2.9

/10

AEO Score

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About Quality Approved

from our crawl and measurement

"Improve your living space with beautiful paintings. Browse C. J. Fletcher’s artworks online, and invest in fine art that you and your visitors can admire." That is how Quality Approved introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a partly stated business identity. What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · E-commerce
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

4

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

3

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 Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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, Quality Approved is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Quality Approved

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Quality Approved: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Quality Approved." Retrieved from https://engagemii.com/aeo/brands/cjfletcher

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

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