AI Visibility Scorecard
forgehavenvape.com · Manufacturing & Industrial
At 2.4/10, ForgeHaven is close to invisible in AI search today. Most assistants will not name it when asked about your category. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Perplexity · Claude · Parallel
#156,865 of 270,491 in Manufacturing & Industrial for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Manufacturing & Industrial average 14
Top 84% of Manufacturing & Industrial
See what's behind this score →2.4
AEO Visibility
iNear-invisible · 2.4/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Manufacturing & Industrial average 18
See what's behind this score →0
from our crawl and measurement
ForgeHaven describes itself simply: "Pure vapor on tap Seal it. Pull the air. Sip what the flower smells like.ForgeHaven lets the flower charge the space that’s left in a vacuum. You sip that mix." As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ProductGroup), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
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
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.4/10, ForgeHaven is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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ForgeHaven lists 1 product, 1 in stock, priced 450.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forgehavenvape
Cite this score: Engagemii (2026). "AEO Score for ForgeHaven." Retrieved from https://engagemii.com/aeo/brands/forgehavenvape
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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