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AI Visibility Scorecard
Sorrypanic
iamsorrypanic.com · Food & Beverage
At 3/10, Sorrypanic 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
#1,106,753 of 1,346,116 in Food & Beverage for AI visibility
3
/10
AEO Score
About Sorrypanic
from our crawl and measurement
Sorrypanic is a business whose own site puts it this way: "I am a London based designer with 10 years industry experience focusing on brand development and creative campaigns All Projects About me My Name is Nathan McKay (Sorrypanic)." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
Our crawl found a clear heading structure. It also found the gaps that keep answer engines guessing: credibility markers like credentials or reviews, structured data describing the business, sitemaps and entity links AI can follow.
The wider web has little to say about it yet: almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business. Those signals cannot be fixed on the page, they have to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 3/10, Sorrypanic is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sorrypanic
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Sorrypanic.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/iamsorrypanic
Cite this score: Engagemii (2026). "AEO Score for Sorrypanic." Retrieved from https://engagemii.com/aeo/brands/iamsorrypanic
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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