AI visibility score
4.8/ 10Fair

▼ 0.2 since Jul 2026

#284,388 of 738,283 in E-commerce

As of 2026-09-08 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

The Button Bird

The Button Bird

Unclaimed

buttonbird.com · E-commerce

Borderline visible. AI bots can crawl The Button Bird, 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.

AI engines read this profile 2 times

Claude

#284,388 of 738,283 in E-commerce for AI visibility

79

AI Naming Predictability

i

Likely to be named · 79/100

5

AEO Visibility

i

Borderline · 4.8/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About The Button Bird

from our crawl and measurement

The Button Bird describes itself simply: "Button Bird provides an exceptional collection of designer buttons and Japanese kimono fabrics. We used to own Santa Fe Fabrics and now stock hard to find, mostly natural artisan buttons." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · E-commerce
Last scored · Sep 8, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Fair

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

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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

Weak

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 4.8/10, The Button Bird is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for The Button Bird: 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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Free signup unlocks the full article plus your personalized AEO fix list for The Button Bird.

The Button Bird lists 1,000+ products, 975 in stock, priced 0.65 to 175.00.

Show 500 of 1,000+ products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for The Button Bird." Retrieved from https://engagemii.com/aeo/brands/buttonbird

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

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