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AI Visibility Scorecard
Ninja De-Icer
wileyandsonslandscape.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Ninja De-Icer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#19,322 of 240,596 in Manufacturing & Industrial for AI visibility
5.9
/10
AEO Score
About Ninja De-Icer
from our crawl and measurement
"Best used in parking lot applications, Halite is a specially engineered rock salt that has a unique blend of both small and large Sodium Chloride (NaCl) crystals treated with an anti-caking." That is how Ninja De-Icer of Green Bay, WI introduces itself. Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with a clear heading structure, a clearly stated business identity, sitemaps and entity links AI can follow.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find. Away from its own site, other sites link to it. On the other hand the domain does not yet read as established and AI engines do not yet recognise it as a distinct business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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.
What this score means
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 5.9/10, Ninja De-Icer has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ninja De-Icer
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wileyandsonslandscape
Cite this score: Engagemii (2026). "AEO Score for Ninja De-Icer." Retrieved from https://engagemii.com/aeo/brands/wileyandsonslandscape
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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