AI visibility score
7.5/ 10Good

#193 of 736,354 in E-commerce

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Walnut

Walnut

Unclaimed

walnutstudiolo.com · E-commerce

Well-positioned for AI search. The breakdown below shows where Walnut is still leaving points on the table.

AI engines read this profile 12 times

Meta AI · Claude · ChatGPT · Apple Intelligence

#193 of 736,354 in E-commerce for AI visibility

8

AEO Visibility

i

Visible · 7.5/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

Share

About Walnut

from our crawl and measurement

Walnut describes itself simply: "Walnut Studiolo crafts original modern designs by hand in our Oregon workshop using only natural materials, and specializing in vegetable-tanned natural leather." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.5 out of 10.

On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. 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 and it comes up on Reddit. 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 and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2009.

Industry · E-commerce
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Good

Social discussion and mentions.

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 7.5/10, Walnut has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

✓

The exact fixes for Walnut

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

Already have an account? Sign in

Picked for Walnut: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for Walnut.

Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

Powered by Engagemii - The Answer Engine Optimization (AEO) Platform