AI Visibility Scorecard
jeff sobul / cobalt creative
jeffsobul.com · Food & Beverage
Borderline visible. AI bots can crawl jeff sobul / cobalt creative, 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 7 times
Claude · Meta AI · ShapBot
#882,173 of 1,392,413 in Food & Beverage for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 32% of Food & Beverage companies
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About jeff sobul / cobalt creative
from our crawl and measurement
jeff sobul / cobalt creative describes itself simply: "copywriter, Creative director & dog lover Jeff Sobul is an amazing copywriter and creative director who anyone would be lucky to have on their team." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Under the hood there is structured data on the page (WebSite) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 3.6/10, jeff sobul / cobalt creative is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for jeff sobul / cobalt creative
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jeffsobul
Cite this score: Engagemii (2026). "AEO Score for jeff sobul / cobalt creative." Retrieved from https://engagemii.com/aeo/brands/jeffsobul
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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