AI Visibility Scorecard
Project Vend
projectvend.com · Food & Beverage
Borderline visible. AI bots can crawl Project Vend, 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 6 times
Meta AI · Claude · Apple Intelligence
#882,164 of 1,392,539 in Food & Beverage for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 55% of Food & Beverage companies
4
AEO Visibility
iNear-invisible · 3.6/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Project Vend
from our crawl and measurement
Project Vend works in Food & Beverage, based in Buffalo Grove, IL. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Good
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
Weak
No inbound links found yet.
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 3.6/10, Project Vend is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Project Vend?
🥗 Healthy Choices We prioritize nutrition with a curated selection of better-for-you options. ⭐ Superior Service Responsive service and proactive restocking ensure your breakroom is never empty. 🛡️ Peace of Mind We handle everything. Every machine includes a QR code for instant support, refunds, or requests—so your team focuses on work, not vending issues.
Is this your brand?
The exact fixes for Project Vend
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Project Vend.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/projectvend
Cite this score: Engagemii (2026). "AEO Score for Project Vend." Retrieved from https://engagemii.com/aeo/brands/projectvend
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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