AI Visibility Scorecard
GitHub - tigranbs/mcgravity: Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→r
mcgravity.com · Technology
Borderline visible. AI bots can crawl GitHub - tigranbs/mcgravity: Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→r, 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 1 times
Claude
#1,972,890 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About GitHub - tigranbs/mcgravity: Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→r
from our crawl and measurement
GitHub describes itself simply: "Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→review loop. Breaks work into atomic tasks for easier verification and course-correction." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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, GitHub - tigranbs/mcgravity: Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→r is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for GitHub - tigranbs/mcgravity: Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→r
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcgravity
Cite this score: Engagemii (2026). "AEO Score for GitHub - tigranbs/mcgravity: Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→r." Retrieved from https://engagemii.com/aeo/brands/mcgravity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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