AI Visibility Scorecard
dumbutils.com · Pet Care
At 2.12/10, Dumb Utilities by DumbUtils.com is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Parallel · Apple Intelligence
Top 25% in Pet Care for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Pet Care average 14
Top 29% of Pet Care
See what's behind this score →2.12
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Pet Care average 21
See what's behind this score →4
from our crawl and measurement
Dumb Utilities by DumbUtils.com is a business whose own site puts it this way: "DumbUtils.com - A collection of dumb tools for everyday tasks. From calculators to converters, find quick and dumb utilities that just work." When AI engines look at it, they find little to work with. It scores 2.12 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic), ShapBot (Parallel) and Applebot (Siri).
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
Fair
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
-
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.12/10, Dumb Utilities by DumbUtils.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What's the deal?
This idea came about one day when I needed a UPS runtime calculator and I couldn't find online that wasn't tied to a particular company's products. So, I built one in a few minutes with the help of ChatGPT. The goal here is to make a place and fill it dumb little utilities that fill some void or niche that needs fillin'. It's my hope of hopes it ends up being kind of like the Archie McPhee of oddball utilities.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dumbutils
Cite this score: Engagemii (2026). "AEO Score for Dumb Utilities by DumbUtils.com." Retrieved from https://engagemii.com/aeo/brands/dumbutils
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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