AI VISIBILITY SCOREAS OF 2026-08-07 · ENGAGEMII INDEX
5.8/ 10

#74,194 OF 716,581 IN E-COMMERCE

SCORE HISTORY BEGINS 2026-06-26

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Stitching Fox

Stitching Fox

Unclaimed

stitchingfox.com · E-commerce

Somewhat visible. AI bots can read Stitching Fox, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Meta AI · Claude

#74,194 of 716,581 in E-commerce for AI visibility

6

AEO Visibility

i

Borderline · 5.8/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Stitching Fox

from our crawl and measurement

Stitching Fox is a business whose own site puts it this way: "Needlepoint store specializing in hand painted needlepoint canvases, unique fibers needlepoint thread, finishing services." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2020.

Industry · E-commerce
Last scored · Aug 7, 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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

2

Established authority for your domain.

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 5.8/10, Stitching Fox has a working base to build on - fixable, and the signals above are where to start.

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Picked for Stitching Fox: 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 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Stitching Fox." Retrieved from https://engagemii.com/aeo/brands/stitchingfox

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

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