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AI Visibility Scorecard
John Lab Project
johnlabproject.com · Food & Beverage
At 2.5/10, John Lab Project 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
#1,401,910 of 1,527,007 in Food & Beverage for AI visibility
2.5
/10
AEO Score
About John Lab Project
from our crawl and measurement
"Something for everyone. Discover and stream music by John Lab. Replay Live Sessions DJ streams." That is how John Lab Project introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
The site does the on-page work well, with structured data on the page (WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
7
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 2.5/10, John Lab Project is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Lab Project
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.
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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/johnlabproject
Cite this score: Engagemii (2026). "AEO Score for John Lab Project." Retrieved from https://engagemii.com/aeo/brands/johnlabproject
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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