AI Visibility Scorecard
coolmanthings.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Cool Man Things, 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 1 times
Claude
#71,105 of 269,181 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Cool Man Things describes itself simply: "It clarifies the difference between MAP gas and propane and demonstrates how to assemble the flamethrower." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Cool Man Things is crawlable but under-signaled - fixable, and the signals above are where to start.
how to make a plasma cannon?
The video discusses how to create a DIY flamethrower using zip ties, vinyl hose, duct tape, and water containers. It clarifies the difference between MAP gas and propane and demonstrates how to assemble the flamethrower. Safety precautions are emphasized, as using too little gas can cause dangerous ignition. The speaker also mentions an alternative method…Watch Video or Read Transcript
How To Make A Propane Plasma Cannon?
The video demonstrates how to create a mini propane cannon using simple materials like water bottles, zip ties, clear vinyl hose, and a piece of wood. The steps involve assembling the components and igniting the propane to launch the cannon. The creator also mentions working on a larger 10-gallon version and encourages viewers to subscribe…Watch Video or Read Transcript
How To Make Dragons Breath?
The video demonstrates how to make a dragon’s breath bullet using a lighter’s flint. By unraveling the spring inside the lighter and wrapping it around the flint, applying heat until it glows, you can create a dragon’s breath effect when thrown on the ground or shot out of an airsoft replica. If you prefer not…Watch Video or Read Transcript
How To Make A Torch?
The video demonstrates how to create a flame car for under $50 using a colt gun and liquid butane. By designing a mechanism with a thin piece of wood to push the gas, the gas can be shot out when the trigger is pulled. The demonstration includes fitting the mechanism into the colt gun and…Watch Video or Read Transcript
how to make body armor?
The video transcript discusses how to make a bulletproof plate for a vest in a civil war scenario where buying materials is not allowed. The key materials needed are bathroom floor tiles and a fiberglass welding blanket. The process involves layering the tiles between the welding blanket and duct taping them together. The creator warns…Watch Video or Read Transcript
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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.
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Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coolmanthings
Cite this score: Engagemii (2026). "AEO Score for Cool Man Things." Retrieved from https://engagemii.com/aeo/brands/coolmanthings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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