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AI Visibility Scorecard
OutOfSpec Studio — Stickers for the Out
outofspecstudio.com · E-commerce
At 2.9/10, OutOfSpec Studio — Stickers for the Out 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.
AI engines read this profile 1 times
Claude
#489,967 of 553,795 in E-commerce for AI visibility
2.9
/10
AEO Score
About OutOfSpec Studio — Stickers for the Out
from our crawl and measurement
OutOfSpec Studio — Stickers for the Out is a business whose own site puts it this way: "Sarcastic, punny, slightly nerdy vinyl stickers for nuclear workers, engineers, mechanics, and sailors. Buy 3, get the 4th free. Free shipping." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, 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
4
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 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 2.9/10, OutOfSpec Studio — Stickers for the Out is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OutOfSpec Studio — Stickers for the Out
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/outofspecstudio
Cite this score: Engagemii (2026). "AEO Score for OutOfSpec Studio — Stickers for the Out." Retrieved from https://engagemii.com/aeo/brands/outofspecstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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