AI Visibility Scorecard
MinnBox
minnbox.com · E-commerce
Somewhat visible. AI bots can read MinnBox, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#105,437 of 737,184 in E-commerce for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About MinnBox
from our crawl and measurement
MinnBox is a Duluth, MN business whose own site puts it this way: "Shop local with MinnBox and discover high-quality, Minnesota-made goods from small businesses and makers across the state." Its AI visibility score is 5.6 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 (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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
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 5.6/10, MinnBox has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is MinnBox?
MinnBox makes shopping local both fun and easy! Curated by our team of tastemakers, each box is filled with affordable, Minnesota-made goods from small makers and artisans who put heart into everything they create. Build your own box or subscribe for a surprise delivery of homegrown favorites every other month—thoughtfully packed with the best of Minnesota for your home, office, cabin, or pantry.
Is this your brand?
The exact fixes for MinnBox
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MinnBox.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/minnbox
Cite this score: Engagemii (2026). "AEO Score for MinnBox." Retrieved from https://engagemii.com/aeo/brands/minnbox
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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