▼ 0.2 since Jun 2026
#184,003 OF 250,706 IN SPORTS & RECREATION
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AI Visibility Scorecard
DrFronk Labs — Smart systems, made simple.
drfronk.com · Sports & Recreation
Borderline visible. AI bots can crawl DrFronk Labs — Smart systems, made simple., 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 4 times
Meta AI · Claude
#184,003 of 250,706 in Sports & Recreation for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About DrFronk Labs — Smart systems, made simple.
from our crawl and measurement
DrFronk Labs Smart systems, made simple. is a business whose own site puts it this way: "A small lab making games, web tools, and the occasional experiment in queueing theory. Curated by a turtle in a bow tie." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including Meta AI and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
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 3.8/10, DrFronk Labs — Smart systems, made simple. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DrFronk Labs — Smart systems, made simple.
Which AI engines already crawl you
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drfronk
Cite this score: Engagemii (2026). "AEO Score for DrFronk Labs — Smart systems, made simple.." Retrieved from https://engagemii.com/aeo/brands/drfronk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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