AI Visibility Scorecard
umoggle
umoggle.com · Technology
AI engines read this profile 3 times
Claude
88
AI Naming Predictability
iAI names companies like this often · 88/100
Technology average 28
Top 2% of Technology
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-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
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Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
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About umoggle
from our crawl and measurement
umoggle is one of the businesses we track in the Technology space. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.1 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- umoggle
- Website ·
- umoggle.com
- Industry ·
- Technology
- Site status ·
- Not verified
- Last scored ·
- Jul 23, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
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.
What is AEO? The beginner's guide to Answer Engine Optimization
ChatGPT is now one of the places people start a search. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
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Source & Attribution
Scored by Engagemii on July 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/umoggle
Cite this score: Engagemii (2026). "AEO Score for umoggle." Retrieved from https://engagemii.com/aeo/brands/umoggle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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