AI Visibility Scorecard
Mount Vision Pharms
mountvisionpharms.com · Pet Care
At 2.2/10, Mount Vision Pharms is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Trust and Entity Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI · Parallel
20
AI Naming Predictability
iRarely named · 20/100
Pet Care average 14
Top 29% of Pet Care
See what's behind this score →2.2
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Pet Care average 21
See what's behind this score →0
About Mount Vision Pharms
from our crawl and measurement
Mount Vision Pharms is a business whose own site puts it this way: "MOUNT VISION PHARMS is a NYS licensed grower and breeder with a focus on small batch, tasty, and unique cannabis flower." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- Mount Vision Pharms
- Website ·
- mountvisionpharms.com
- Industry ·
- Pet Care
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.2/10, Mount Vision Pharms is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mount Vision Pharms
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mountvisionpharms
Cite this score: Engagemii (2026). "AEO Score for Mount Vision Pharms." Retrieved from https://engagemii.com/aeo/brands/mountvisionpharms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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