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AI Visibility Scorecard

25Willow

25Willow

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25willow.com · Fashion & Apparel

Somewhat visible. AI bots can read 25Willow, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#55,451 of 227,446 in Fashion & Apparel for AI visibility

5.2

/10

AEO Score

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About 25Willow

from our crawl and measurement

25Willow is a business whose own site puts it this way: "25 Willow is a women's clothing and homewares boutique nestled in Boston, MA. Featuring local designers and independent brands." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.

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

Industry · Fashion & Apparel
Last scored · Aug 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

10

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

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

6

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

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 5.2/10, 25Willow has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for 25Willow

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for 25Willow: 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 10, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/25willow

Cite this score: Engagemii (2026). "AEO Score for 25Willow." Retrieved from https://engagemii.com/aeo/brands/25willow

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

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