AI Visibility Scorecard
VIBE
letsvibe420.com · E-commerce
Borderline visible. AI bots can crawl VIBE, 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 4 times
Meta AI · Claude · ShapBot
#76,801 of 739,340 in E-commerce for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
E-commerce average 18
Top 8% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
E-commerce average 27
See what's behind this score →0
About VIBE
from our crawl and measurement
VIBE is a Inkster, Michigan business whose own site puts it this way: "Weed dispensaries in Michigan. Vibe is a low cost, high reward recreational and medicinal weed dispensary brand." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Place, LocalBusiness, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- VIBE
- Website ·
- letsvibe420.com
- Industry ·
- E-commerce
- Location ·
- Inkster, Michigan
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 26, 2026
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
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
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 read your site and name it in answers. At 4.2/10, VIBE is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for VIBE
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/letsvibe420
Cite this score: Engagemii (2026). "AEO Score for VIBE." Retrieved from https://engagemii.com/aeo/brands/letsvibe420
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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