AI Visibility Scorecard
Grumpy Stumpy's
grumpystumpysllc.com · Home & Living
At 2.41/10, Grumpy Stumpy's 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 Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 14 times
Meta AI · Claude · Apple Intelligence · ChatGPT
Top 50% in Home & Living for AI visibility
<1
2.41
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Home & Living average 21
See what's behind this score →0
About Grumpy Stumpy's
from our crawl and measurement
Grumpy Stumpy's, based in O'Fallon, MO, describes itself simply: "Grumpy Stumpy's is a premier stump grinding service in St. Charles, MO and servicing all of St. Louis, MO. Get a FREE quote - Expert stump removal and grinding." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.41 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
- Company ·
- Grumpy Stumpy's
- Website ·
- grumpystumpysllc.com
- Industry ·
- Home & Living
- Location ·
- O'Fallon, MO
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
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 2.41/10, Grumpy Stumpy's is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why Should I Remove A Stump?
Tree stumps pose numerous issues for homeowners. Apart from being an eyesore in your yard, they occupy space and may attract pests like ants and termites. If left unattended, these pests can wreak havoc on your yard. When a tree is removed due to fungus or disease, it's likely that the issue has spread to the trunk and will persist in the stump after removal.
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grumpystumpysllc
Cite this score: Engagemii (2026). "AEO Score for Grumpy Stumpy's." Retrieved from https://engagemii.com/aeo/brands/grumpystumpysllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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