RRepoGEO

REPOGEO REPORT · LITE

vinhnx/VTCode

Default branch main · commit 0fa6b4b8 · scanned 6/2/2026, 3:06:54 PM

GitHub: 658 stars · 55 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface vinhnx/VTCode, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Clarify 'About' description to emphasize terminal and Rust

    Why:

    CURRENT
    VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management.
    COPY-PASTE FIX
    VT Code is a Rust terminal-based coding agent with LLM-native code understanding and robust shell safety. It supports multiple LLM providers with automatic failover and efficient context management.
  • mediumreadme#2
    Add explicit feature summary to 'What is VT Code?' section

    Why:

    COPY-PASTE FIX
    VT Code is designed as a powerful terminal-based AI coding agent, offering robust shell safety features and efficient context management for seamless interaction with multiple LLM providers.
  • lowtopics#3
    Expand GitHub Topics with 'ai', 'llm', and 'safety'

    Why:

    CURRENT
    agent, cargo, cli, codingagent, crossterm, ratatui, rust, terminal, tui
    COPY-PASTE FIX
    agent, ai, cargo, cli, codingagent, crossterm, llm, ratatui, rust, safety, terminal, tui

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface vinhnx/VTCode
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor.sh
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor.sh · recommended 1×
  2. Smol-AI/Smol-Developer · recommended 1×
  3. OpenDevin · recommended 1×
  4. Aider · recommended 1×
  5. GPT-Engineer · recommended 1×
  • CATEGORY QUERY
    What are good terminal-based AI coding agents with robust shell safety features?
    you: not recommended
    AI recommended (in order):
    1. Cursor.sh
    2. Smol-AI/Smol-Developer (Smol-AI/Smol-Developer)
    3. OpenDevin
    4. Aider
    5. GPT-Engineer

    AI recommended 5 alternatives but never named vinhnx/VTCode. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Rust-powered coding assistant that integrates multiple LLMs and manages context efficiently.
    you: not recommended
    AI recommended (in order):
    1. Continue.dev (continue-dev/continue)
    2. OpenAI
    3. Anthropic
    4. Google
    5. Ollama (ollama/ollama)
    6. Aider (paul-gauthier/aider)
    7. LocalAI (go-skynet/LocalAI)
    8. egui (emilk/egui)
    9. Tauri (tauri-apps/tauri)
    10. GPT-engineer (gpt-engineer-org/gpt-engineer)
    11. OpenAI API
    12. Anthropic API
    13. reqwest (seanmonstar/reqwest)
    14. serde (serde-rs/serde)

    AI recommended 14 alternatives but never named vinhnx/VTCode. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of vinhnx/VTCode?
    pass
    AI named vinhnx/VTCode explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts vinhnx/VTCode in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vinhnx/VTCode explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo vinhnx/VTCode solve, and who is the primary audience?
    pass
    AI named vinhnx/VTCode explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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vinhnx/VTCode — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite