AI visibility score
1.68/ 10Near-invisible
As of 2026-11-09 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Grumpy Guy Shop

Grumpy Guy Shop

Unclaimed

grumpyguy.shop · Sports & Recreation

At 1.68/10, Grumpy Guy Shop is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.

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AI engines read this profile 3 times

Claude

19

AI Naming Predictability

i

Rarely named · 19/100

Sports & Recreation average 17

Top 30% of Sports & Recreation

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1.68

AEO Visibility

i

Near-invisible · 1.68/10

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Sports & Recreation average 3. Claim your page and Engagemii is your first.

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

Sports & Recreation average 16

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0

AI Adoption

i

None detected · 0/100

Sports & Recreation average 0

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About Grumpy Guy Shop

from our crawl and measurement

Grumpy Guy Shop describes itself simply: "Grumpy Guy vets products from Amazon and other sources to find the best gifts and products for men and women." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.68 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 3 times in our tracking, including ClaudeBot (Anthropic).

Company ·
Grumpy Guy Shop
Website ·
grumpyguy.shop
Industry ·
Sports & Recreation
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

Good

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.

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 1.68/10, Grumpy Guy Shop is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

Who Do We Help?

Women Buying for MenIt's tough to buy for a man. We make it easy. We've already selected the products that men will love. You just have to pick one (or two). There's no fluff here. Our goal is to have him say, "I'll actually use this." Men Buying for ThemselvesYes, sometimes we shop for ourselves, but it has to be efficient.

Is this your brand?

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The exact fixes for Grumpy Guy Shop

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Grumpy Guy Shop: AEO & AI Search

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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Grumpy Guy Shop lists 46 products, 46 in stock, priced 9.99 to 359.00.

Show all 46 products

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/grumpyguy-shop

Cite this score: Engagemii (2026). "AEO Score for Grumpy Guy Shop." Retrieved from https://engagemii.com/aeo/brands/grumpyguy-shop

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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