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AI Visibility Scorecard

Wildfiber Studio

Wildfiber Studio

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wildfiberstudio.com · Media & Entertainment

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

Monitoring for AI engine activity

In the Engagemii AEO index

#646,770 of 1,871,989 in Media & Entertainment for AI visibility

5.1

/10

AEO Score

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About Wildfiber Studio

from our crawl and measurement

Wildfiber Studio is a business whose own site puts it this way: "Wildfiber Studio is Santa Monica's premier yarn shop and craft studio. Find your favorite knitting and crochet supplies in our friendly environment." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 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. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers 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.

There is not much on the page to read either, about 102 words.

Industry · Media & Entertainment
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

2

Clear headings and answer-style content.

Entity Clarity

4

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

9

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

AI Discoverability

4

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 Trust

2

Established authority for your domain.

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 5.1/10, Wildfiber Studio has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Wildfiber Studio

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Wildfiber Studio: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Wildfiber Studio." Retrieved from https://engagemii.com/aeo/brands/wildfiberstudio

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

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