AI Visibility Scorecard
25Willow
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 2 times
Claude
#58,756 of 245,718 in Fashion & Apparel for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
?
AI Adoption
iNone detected · -/100
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).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
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
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 5.2/10, 25Willow has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 25Willow
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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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25Willow lists 384 products, 277 in stock, priced 2.50 to 289.00.
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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