AI visibility score
4.9/ 10Fair

#5,333 of 246,383 in Fashion & Apparel

As of 2026-08-06 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Bird Collective

Bird Collective

Unclaimed

birdcollective.com · Fashion & Apparel

Borderline visible. AI bots can crawl Bird Collective, 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 25 times

Meta AI · Claude · ChatGPT · Apple Intelligence

#5,333 of 246,383 in Fashion & Apparel for AI visibility

70

AI Naming Predictability

i

Named occasionally · 70/100

Fashion & Apparel average 14

Top 2% of Fashion & Apparel

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4.9

AEO Visibility

i

Borderline · 4.9/10

Fashion & Apparel average 4.1

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Fashion & Apparel average 4. Claim your page and Engagemii is your first.

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30

Muse Index Score

i

AI agent readiness

Transactable · 30/100

Fashion & Apparel average 24

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0

AI Adoption

i

None detected · 0/100

Fashion & Apparel average 0

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About Bird Collective

from our crawl and measurement

"Bird Collective is a Brooklyn-based lifestyle brand celebrating birds, nature, and conservation through artful design." That is how Bird Collective of Brooklyn, New York introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.

On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity, a few credibility markers and partial sitemap and link coverage. What holds it back is structured data describing the business.

Off the page, 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. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2018.

Company ·
Bird Collective
Industry ·
Fashion & Apparel
Location ·
Brooklyn, New York
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 6, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Fair

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.

The 6 off-page signals AI reads

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 read your site and name it in answers. At 4.9/10, Bird Collective is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Bird Collective: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Bird Collective lists 332 products, 308 in stock, priced 3.00 to 339.95.

Show all 332 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 6, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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