AI Visibility Scorecard
NKTRNL Workshop / Jeremy Lanningham
nktrnlworkshop.com · Food & Beverage
Borderline visible. AI bots can crawl NKTRNL Workshop / Jeremy Lanningham, 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.
AI engines read this profile 2 times
Claude · Meta AI
#919,554 of 1,394,028 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
15
Muse Index Score
iAI agent readiness
Agent-ready · 15/100
0
AI Adoption
iNone detected · 0/100
About NKTRNL Workshop / Jeremy Lanningham
from our crawl and measurement
NKTRNL Workshop / Jeremy Lanningham is a business whose own site puts it this way: "Jeremy Lanningham is a creative professional with 25+ years of experience with creative direction, designing, and illustrating for brands big and small." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.9/10, NKTRNL Workshop / Jeremy Lanningham is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for NKTRNL Workshop / Jeremy Lanningham
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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/nktrnlworkshop
Cite this score: Engagemii (2026). "AEO Score for NKTRNL Workshop / Jeremy Lanningham." Retrieved from https://engagemii.com/aeo/brands/nktrnlworkshop
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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