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AI Visibility Scorecard
grumpdesignco.com · Food & Beverage
At 2.7/10, Grump Design Co. is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,197,144 of 1,353,485 in Food & Beverage for AI visibility
2.7
/10
AEO Score
from our crawl and measurement
Grump Design Co. describes itself simply: "Explore creative design solutions at Grump Design Co. Discover recent projects, check the shop, and get in touch to start your next design journey." 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 (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.7/10, Grump Design Co. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Grump Design Co.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grumpdesignco
Cite this score: Engagemii (2026). "AEO Score for Grump Design Co.." Retrieved from https://engagemii.com/aeo/brands/grumpdesignco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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