AI Visibility Scorecard
Grumpy Guy Pens
grumpyguypens.com · Media & Entertainment
At 2.19/10, Grumpy Guy Pens 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, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
Media & Entertainment average 17
Top 50% of Media & Entertainment
See what's behind this score →2.19
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
Media & Entertainment average 15
See what's behind this score →0
About Grumpy Guy Pens
from our crawl and measurement
Grumpy Guy Pens is a business whose own site puts it this way: "Handmade pens. Handcrafted pens. Ballpoint pens, Rollerball pens, and Fountain pens. Handmade wood pens, handmade resin pens." When AI engines look at it, they find little to work with. It scores 2.19 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Grumpy Guy Pens
- Website ·
- grumpyguypens.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 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
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 2.19/10, Grumpy Guy Pens is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What's on sale?
Here you will find my collection of handmade sale priced items. The pens and other items here are discounted for a few reasons they may be damaged in some way, such as the finish is chipped. Some of the items may be pens that I don't plan on making anymore for different reasons. The good news is they still work fine the better news is you can get these items for 20% - 30% or more off. Thick click pen. Bocote wood.
Is this your brand?
The exact fixes for Grumpy Guy Pens
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Grumpy Guy Pens.
Grumpy Guy Pens lists 143 products, 135 in stock, priced 6.00 to 92.00.
Show all 143 products
- Cocktail smoker. Patagonian Rosewood · 25.00 · out of stock · Cocktail Smoker
- Cocktail smoker. Etimoe wood. · 25.00 · out of stock · Cocktail Smoker
- Cocktail smoker. Padauk wood. · 25.00 · out of stock · Cocktail Smoker
- Cocktail smoker. Hickory wood 2. · 25.00 · out of stock · Cocktail Smoker
- Cocktail smoker. Cherry wood 2. · 25.00 · out of stock · Cocktail Smoker
- Cocktail smoker. Cherry wood. · 25.00 · out of stock · Cocktail Smoker
- Cocktail Smoker. Bradford pear wood. · 25.00 · out of stock · Cocktail Smoker
- Cocktail Smoker. Walnut wood 2. · 25.00 · out of stock · Cocktail Smoker
- Thick fountain pen. Cranberry red leather. · 86.00 · Fountain
- Classic fountain pen. Bordeaux crocodile embossed leather. · 75.00 · Fountain
- Compact click pen. Turquoise & copper Gator embossed leather. · 69.00 · Ballpoint
- Knurl rollerball pen. Blue gator embossed leather. · 67.50 · Rollerball
- Compact twist pen. Wrapped in Crocodile embossed Bordeaux leather. · 74.00 · Ballpoint
- Compact twist pen. Wrapped in gator embossed turquoise & copper leather 2 · 74.00 · Ballpoint
- Compact twist pen. Gator embossed turquoise & copper leather · 74.00 · Ballpoint
- Knurl twist pen. Bomber brown leather. · 46.50 · Ballpoint
- Classic Rollerball pen. Thuya Burl wood. · 83.00 · Rollerball
- Classic Rollerball pen. Mango wood. · 65.00 · Rollerball
- Click capped rollerball pen. Osage Orange and blue veneer woods. · 43.00 · Rollerball
- Click capped rollerball pen. Mango wood. · 43.00 · Rollerball
- Chrome capped rollerball pen. Black Deer skin leather. · 43.00 · Rollerball
- Cigar twist pen. Bloodwood, Leather. · 36.25 · Ballpoint
- Knurl rollerball pen. Bocote wood. · 67.50 · Rollerball
- Patriot Rollerball Pen. Curupau wood. · 85.00 · Rollerball
- Cigar twist pen. Chechen wood. · 36.25 · Ballpoint
- Classic Rollerball pen. Black Deer skin Leather. · 64.00 · Rollerball
- Knurl rollerball pen. Oak burl wood. · 72.75 · Rollerball
- Gear click pen. Oak burl wood. · 39.50 · Ballpoint
- 30 Cal. Bolt Action pen. Black Deer Skin Leather. · 74.00 · Ballpoint
- Bullet Twist Pen. Black Deer Skin Leather. · 40.00 · Ballpoint
- 30 Cal. Bolt Action pen. Saddle brown Deer Skin Leather. · 74.00 · Ballpoint
- Knurl rollerball pen. Tobacco brown Deer Skin leather. · 67.50 · Rollerball
- Knurl twist pen. Beige Deer skin leather. · 46.50 · Ballpoint
- Knurl twist pen. Dark brown leather. · 46.50 · Ballpoint
- 30 Cal. Bolt Action pen. Tobacco brown Deer Skin Leather. · 74.00 · Ballpoint
- Banded Roller. Patagonian Rosewood. · 92.00 · Rollerball
- Cigar twist pen. Zebra wood. · 36.25 · Ballpoint
- Bolt Action 30 cal. pen. Whitetail Deer antler 2 · 68.75 · Ballpoint
- Bolt Action 30 cal. pen. Whitetail Deer antler. · 68.75 · Ballpoint
- Gear click pen. Bleached Wenge wood. · 34.10 · Ballpoint
- Gear click pen. Dyed Box elder burl wood. · 34.10 · Ballpoint
- Gear click pen. Maple burl wood. · 34.10 · Ballpoint
- Cigar twist pen. Tzalam wood. · 36.25 · Ballpoint
- Cigar twist pen. Canary wood 3. · 36.25 · Ballpoint
- Classic fountain pen. Bocote wood. · 75.00 · Fountain
- Thick fountain pen. Bocote wood. · 72.00 · Fountain
- Thick capped rollerball pen. Wenge wood dyed red. · 67.25 · Rollerball
- Bullet Twist Pen. Red & Blue Spectraply wood. · 40.00 · Ballpoint
- Slim click pen. Purpleheart wood. · 40.00 · Ballpoint
- New Slim click pen. Dyed Mulberry wood. · 53.40 · Ballpoint
- Compact click pen. Maple burl wood. · 69.00 · Ballpoint
- New Slim click pen. Spalted Apple wood. · 53.40 · Ballpoint
- Compact click pen. Blue, white, black resin. · 69.00 · Ballpoint
- Compact twist pen. Blue, black, white resin. · 65.55 · Ballpoint
- Knurl twist pen. Spectraply wood. · 46.50 · Ballpoint
- Knurl twist pen. Osage Orange wood. Celtic Knot. · 46.50 · Ballpoint
- Classic Rollerball pen. Padauk wood. · 65.00 · Rollerball
- 30 Cal. Bolt Action pen. Walnut wood. · 65.00 · Ballpoint
- Compact twist pen. Cocobolo, Canary woods. · 65.55 · Ballpoint
- Thick fountain pen. Dyed Box Elder Burl. · 86.00 · Fountain
- Compact twist pen. Spectraply wood. · 65.55 · Ballpoint
- Bolt Action click pen. Walnut wood. · 61.00 · Ballpoint
- Knurl twist pen. Sonora desert Ironwood. · 46.50 · Ballpoint
- Cigar twist pen. Resin, braided stainless steel. · 36.25 · Ballpoint
- Diana twist pen. Spectraply wood. · 52.00 · Ballpoint
- Slim twist pen. Spectraply wood. · 23.00 · Ballpoint
- Knurl twist Evil Clown pen. Resin. · 46.50 · Ballpoint
- Patriot Twist Pen. Chechen wood. · 74.00 · Ballpoint
- Diana twist pen. White resin. · 52.00 · Ballpoint
- Diana twist pen. Canary and Purpleheart woods. · 52.00 · Ballpoint
- Knurl twist fishing lure pen 2. Resin. · 46.50 · Ballpoint
- Knurl twist pen. Padauk, Sonora desert Ironwood. · 46.50 · Ballpoint
- Cigar twist pen. Cherry, Walnut woods · 36.25 · Ballpoint
- Cigar twist pen. Canary wood 2. · 36.25 · Ballpoint
- Bullet Twist Pen. Bloodwood. · 40.00 · Ballpoint
- Thick Fountain pen in Oak Burl and Sonora Desert Ironwood. · 90.00 · Fountain
- Slim twist pen. Dyed Cherry Wood. · 23.00 · Ballpoint
- Slim twist pen. Cherry wood 2. · 23.00 · Ballpoint
- Slim twist pen. Cherry wood 1. · 23.00 · Ballpoint
- Knurl twist fishing lure pen. Resin. · 46.50 · Ballpoint
- Cigar twist pen. Zebra, Maple Woods. · 36.25 · Ballpoint
- Cigar twist pen. Canary wood. · 36.25 · Ballpoint
- Round Top twist pen. Padauk wood · 26.75 · Ballpoint
- Silicone Bottle Stopper. Cocobolo wood. · 16.75 · Bottle Stopper
- Knurl twist pen. American flag resin · 45.00 · Ballpoint
- Slim twist pen. Blue & white resin · 23.00 · Ballpoint
- Thick capped rollerball pen. Green dyed Wenge wood. · 67.25 · Rollerball
- Round Top twist pen. Red, black resin · 26.75 · Ballpoint
- Round Top twist pen. Black & antique copper resin. · 26.75 · Ballpoint
- 30 Cal. Bolt action pen. Sonora Desert Ironwood 1. · 65.00 · Ballpoint
- Knurl twist pen. Padauk wood. 2 · 46.50 · Ballpoint
- Knurl twist pen, Bocote wood 2 · 46.50 · Ballpoint
- Knurl twist pen. Purpleheart wood. · 46.50 · Ballpoint
- Silicone Bottle Stopper. Zebra wood. · 16.75 · Bottle Stopper
- Silicone Bottle Stopper. Bubinga wood. · 16.75 · Bottle Stopper
- 30 Cal. Bolt action pen. Black, white, silver resin. · 65.00 · Ballpoint
- Knurl twist pen. Padauk wood. · 46.50 · Ballpoint
- Silicone Bottle Stopper. Walnut wood. · 16.75 · Bottle Stopper
- Round Top twist pen. Cherry wood.2 · 26.75 · Ballpoint
- Bolt Action click pen. Desert Ironwood · 61.00 · Ballpoint
- Knurl twist pen. Desert Ironwood · 46.50 · Ballpoint
- Knurl twist pen. Dyed Wenge · 46.50 · Ballpoint
- Knurl twist pen. Wenge, Padauk · 46.50 · Ballpoint
- Bottle Stopper. Yellow and black resin. · 38.00 · Bottle Stopper
- Bottle Stopper. Maple wood. · 38.00 · Bottle Stopper
- Bottle Stopper. Bubinga wood. · 38.00 · Bottle Stopper
- Bottle Stopper. Cocobolo wood. · 38.00 · Bottle Stopper
- Bottle Stopper. Zebra wood. · 38.00 · Bottle Stopper
- Cigar twist pen. Padauk wood · 36.25 · Ballpoint
- Slim click pen. Bleached Wenge wood · 40.00 · Ballpoint
- Knurl rollerball pen. Oak wood and red resin. · 65.00 · Rollerball
- Cigar twist pen. Red & black cable sleeve · 35.00 · Ballpoint
- Slim twist pen. Zebra wood · 23.00 · Ballpoint
- Slim twist, no band. Chechen wood · 23.00 · Ballpoint
- Thick click pen. Bocote wood. · 36.00 · Ballpoint
- Round Top twist pen, Granadillo wood · 26.75 · Ballpoint
- Round Top twist pen, Chechen wood · 26.75 · Ballpoint
- Slim twist pen. Magenta, gold, blue resin · 23.00 · Ballpoint
- Round Top twist pen. Cherry wood. · 26.75 · Ballpoint
- 30 Cal. Bolt action pen. Padauk wood. · 65.00 · Ballpoint
- Knurl twist pen. Braided copper and resin · 46.50 · Ballpoint
- Knurl twist pen. Black & blue cable sleeve · 46.50 · Ballpoint
- Thick click pen. Morado wood. · 36.00 · Ballpoint
- Slim twist pen. Black, green resin · 23.00 · Ballpoint
- Slim twist pen. Walnut wood · 23.00 · Ballpoint
- Slim twist pen. Mystery wood · 23.00 · Ballpoint
- Slim twist pen. Mystery wood · 23.00 · Ballpoint
- Slim twist pen. Maple wood · 23.00 · Ballpoint
- Slim twist pen. Maple & Bocote woods · 23.00 · Ballpoint
- Slim twist pen. Hackberry wood · 23.00 · Ballpoint
- Slim twist pen. Black, orange, silver resin · 23.00 · Ballpoint
- Classic rollerball pen. Purple resin. · 65.00 · Rollerball
- Knurl twist pen, Bocote wood · 46.50 · Ballpoint
- Round Top twist pen. Black resin · 26.75 · Ballpoint
- Slim twist pen 2. Maple wood · 23.00 · Ballpoint
- Pen Box 1 lidded box · 6.00 · Pen Boxes
- Bolt Action click pen. Oak wood · 61.00 · Ballpoint
- Bolt Action click pen. Blue, red, gold resin · 61.00 · Ballpoint
- Bolt Action click pen. Black, red, gold resin · 61.00 · Ballpoint
- Classic fountain pen in Bloodwood · 75.00 · Fountain
- Large click pen. Blue, white & silver resin · 40.00 · Ballpoint
- Round Top twist pen. Mulberry wood · 26.75 · Ballpoint
- Round Top resin twist pen, green. Large · 32.00 · Ballpoint
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grumpyguypens
Cite this score: Engagemii (2026). "AEO Score for Grumpy Guy Pens." Retrieved from https://engagemii.com/aeo/brands/grumpyguypens
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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