#3,145 OF 735,950 IN E-COMMERCE
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AI Visibility Scorecard
Narwal Robotics
us.narwal.com · E-commerce
Somewhat visible. AI bots can read Narwal Robotics, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT
#3,145 of 735,950 in E-commerce for AI visibility
7
AEO Visibility
iVisible · 6.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
8
AI Adoption
iBasic · 8/100
About Narwal Robotics
from our crawl and measurement
Narwal Robotics describes itself simply: "Shop Narwal robot vacuum and mop solutions. Discover Flow and Freo Series with powerful suction, self-cleaning mops, smart navigation, and hands-free cleaning." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.9/10, Narwal Robotics has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Narwal Robotics
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/us-narwal
Cite this score: Engagemii (2026). "AEO Score for Narwal Robotics." Retrieved from https://engagemii.com/aeo/brands/us-narwal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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