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AI Visibility Scorecard
Huckberry
huckberry.com · Technology
At 2/10, Huckberry is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 14 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#2,487,702 of 2,624,033 in Technology for AI visibility
2
/10
AEO Score
About Huckberry
from our crawl and measurement
Huckberry is one of the businesses we track in the Technology space. As far as answer engines are concerned it may as well not exist yet: 2.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 4 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Zero JSON-LD blocks detected; no Organization, Product, AggregateRating, or FAQ schema present, making the site invisible to AI systems seeking structured entity and product data.
Content Structure
2
No H1 or H2 tags found on homepage; meta description is generic and lacks keyword differentiation; no visible FAQ section to provide AI-consumable Q&A content.
Entity Clarity
3
Business name (Huckberry) and general category (men's retail) are evident from meta description, but no founder attribution, NAP data, incorporation details, or about page content provided in audit.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
No review aggregates, author credentials, awards, about page content, or testimonials visible in provided data; critical trust signals are either absent or not surfaced for AI extraction.
Technical AEO
4
Sitemap exists and robots.txt allows most AI crawlers, but llms.txt is missing entirely; excessive disallow rules (cart, account, search) block content AI might reference.
AI Discoverability
1
No llms.txt file present; no sameAs social links found in schema; zero JSON-LD means AI systems cannot connect the brand to social profiles or canonical identity sources.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
4
Press and news coverage.
Community
3
Forum and community discussion.
8
Reddit mentions and discussion.
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 2/10, Huckberry is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Huckberry
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Huckberry.
Source & Attribution
Scored by Engagemii on May 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/huckberry
Cite this score: Engagemii (2026). "AEO Score for Huckberry." Retrieved from https://engagemii.com/aeo/brands/huckberry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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