AI Visibility Scorecard
Clingless
clingless.com · E-commerce
At 2.7/10, Clingless is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Technical AEO and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Parallel
Top 25% in E-commerce for AI visibility
53
AI Naming Predictability
iRarely named · 53/100
E-commerce average 18
Top 8% of E-commerce
See what's behind this score →2.7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
E-commerce average 27
See what's behind this score →0
About Clingless
from our crawl and measurement
Clingless is a GOLDEN, COLORADO business whose own site puts it this way: "Search: Search Cart 0 Recently added item(s) × You have no items in your shopping cart." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.7 out of 10.
On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data and a workable page structure. What holds it back is sitemaps and entity links AI can follow, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have read this profile 4 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel). The business dates to 2014.
- Company ·
- Clingless
- Website ·
- clingless.com
- Industry ·
- E-commerce
- Location ·
- Golden, CO
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 2.7/10, Clingless is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
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The exact fixes for Clingless
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clingless
Cite this score: Engagemii (2026). "AEO Score for Clingless." Retrieved from https://engagemii.com/aeo/brands/clingless
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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