RRepoGEO

REPOGEO REPORT · LITE

Kuberwastaken/claurst

Default branch main · commit 6c520f63 · scanned 5/16/2026, 3:32:17 AM

GitHub: 9,633 stars · 7,821 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 Kuberwastaken/claurst, 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

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

OVERALL DIRECTION
  • highabout#1
    Update the repository description to be more explicit about its core function

    Why:

    CURRENT
    Agentic Coding for Builders who Ship
    COPY-PASTE FIX
    An open-source, multi-provider terminal AI coding assistant and pair programmer built in Rust.
  • mediumtopics#2
    Add more specific topics related to AI assistance and LLMs

    Why:

    CURRENT
    claude, claude-code, claurst, cli, codex, gemini, rust, tui
    COPY-PASTE FIX
    claude, claude-code, claurst, cli, codex, gemini, rust, tui, ai-assistant, pair-programming, llm, generative-ai

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 Kuberwastaken/claurst
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 1×
  2. continue-team/continue · recommended 1×
  3. paul-gauthier/aider · recommended 1×
  4. smol-ai/smol-developer · recommended 1×
  5. OpenInterpreter/open-interpreter · recommended 1×
  • CATEGORY QUERY
    What are some open-source AI coding assistants for terminal-based development?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue (continue-team/continue)
    3. aider (paul-gauthier/aider)
    4. smol-ai/smol-developer (smol-ai/smol-developer)
    5. Open Interpreter (OpenInterpreter/open-interpreter)
    6. ShellGPT (theres-no-ai/sgpt)

    AI recommended 6 alternatives but never named Kuberwastaken/claurst. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Suggest a fast, memory-efficient AI pair programmer built with Rust and TUI.
    you: not recommended
    AI recommended (in order):
    1. Lapce
    2. Helix
    3. OpenAI's GPT-4o
    4. Anthropic's Claude 3.5 Sonnet
    5. reqwest
    6. Ollama
    7. Llama.cpp
    8. Zed
    9. llm-chain
    10. ratatui

    AI recommended 10 alternatives but never named Kuberwastaken/claurst. 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 Kuberwastaken/claurst?
    pass
    AI named Kuberwastaken/claurst explicitly

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

  • If a team adopts Kuberwastaken/claurst in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Kuberwastaken/claurst 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 Kuberwastaken/claurst solve, and who is the primary audience?
    pass
    AI named Kuberwastaken/claurst explicitly

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

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Kuberwastaken/claurst — 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