AI Visibility Scorecard
foxctl.com · Other
At 2.23/10, foxctl is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Parallel
7
AI Naming Predictability
iRarely named · 7/100
Average 15
Top 82% of Other
See what's behind this score →2.23
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
"A Go-based framework for code understanding, retrieval, agent coordination, skills, context, and operational workflows." That is how foxctl introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.23 out of 10.
Our crawl found an llms.txt file for AI models and a readable heading structure. It is missing structured data describing the business and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.23/10, foxctl is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What is current, and what is still moving?
The site separates shipped behavior from plan-backed work so agents can avoid treating experimental runtime and evaluation work as production operator guidance.CurrentDocs and deploy pathGo repo documentation, Starlight site, Cloudflare Pages deploy script, docs checks, and link checks.CurrentRepo evidence loopRepoindex, semantic search, DAG grep, codemaps, and CAS-backed outputs are documented as operator.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/foxctl
Cite this score: Engagemii (2026). "AEO Score for foxctl." Retrieved from https://engagemii.com/aeo/brands/foxctl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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