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AI Visibility Scorecard
Steampunk Willy's Mercantile
steampunkwillys.com · E-commerce
At 2.6/10, Steampunk Willy's Mercantile is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#573,722 of 629,309 in E-commerce for AI visibility
2.6
/10
AEO Score
About Steampunk Willy's Mercantile
from our crawl and measurement
Steampunk Willy's Mercantile describes itself simply: "Welcome to Steampunk Willy's Mercantile & Goods! Since 2022, we've specialized in uncovering curious, useful, and often forgotten treasures from across the decades." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 2.6/10, Steampunk Willy's Mercantile is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Steampunk Willy's Mercantile
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/steampunkwillys
Cite this score: Engagemii (2026). "AEO Score for Steampunk Willy's Mercantile." Retrieved from https://engagemii.com/aeo/brands/steampunkwillys
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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