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AI Visibility Scorecard
ScallyWings
scallywings.com · E-commerce
Borderline visible. AI bots can crawl ScallyWings, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#243,677 of 520,740 in E-commerce for AI visibility
4.6
/10
AEO Score
About ScallyWings
from our crawl and measurement
ScallyWings is a business whose own site puts it this way: "ScallyWings is a limited-drop aviation lifestyle brand built for aviators, creators, and leaders. Every piece is made to order and inspired by aviation culture, discipline, and legacy." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.6/10, ScallyWings is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ScallyWings
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scallywings
Cite this score: Engagemii (2026). "AEO Score for ScallyWings." Retrieved from https://engagemii.com/aeo/brands/scallywings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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