RRepoGEO

REPOGEO REPORT · LITE

21st-dev/1code

Default branch main · commit 9f1bc76f · scanned 5/12/2026, 9:02:13 PM

GitHub: 5,520 stars · 594 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 21st-dev/1code, 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
  • highreadme#1
    Reposition the README's opening statement to clarify its core function

    Why:

    CURRENT
    Open-source coding agent client. Run Claude Code, Codex, and more - locally or in the cloud.
    COPY-PASTE FIX
    1Code is an open-source desktop application for orchestrating multiple AI coding agents like Claude Code and Codex, enabling local or cloud execution within your development workflow.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agents, coding-assistant, multi-agent, desktop-app, git-integration, code-orchestration, claude-code, codex
  • mediumreadme#3
    Add a "Why 1Code?" section to clarify its unique value proposition

    Why:

    COPY-PASTE FIX
    ## Why 1Code?\n\nUnlike single-agent code completion tools (e.g., GitHub Copilot, Tabnine) or general-purpose IDEs (e.g., VS Code), 1Code is a dedicated desktop application designed specifically for orchestrating and managing multiple AI coding agents. It provides an integrated environment with visual diffs, Git worktree isolation, and live browser previews, allowing you to run agents like Claude Code and Codex in parallel or sequence, locally or in the cloud, for complex development workflows.

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 21st-dev/1code
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tabnine
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tabnine · recommended 2×
  2. GitHub Copilot · recommended 1×
  3. Snyk Code · recommended 1×
  4. CodeClimate · recommended 1×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    How to use multiple AI coding assistants effectively within my development workflow?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Snyk Code
    4. CodeClimate
    5. ChatGPT
    6. Mintlify
    7. Google Bard
    8. Perplexity AI
    9. EverSQL
    10. Regex.ai

    AI recommended 10 alternatives but never named 21st-dev/1code. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a desktop application to manage AI coding agents with integrated Git and local execution.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. VS Code
    3. GitHub Copilot Chat
    4. Codeium
    5. Tabnine
    6. JupyterLab
    7. Jupyter AI
    8. OpenAI API
    9. jupyterlab-git
    10. PyCharm Professional
    11. IntelliJ IDEA Ultimate
    12. Emacs
    13. copilot.el
    14. llm.el
    15. Vim
    16. nvim-cmp
    17. ChatGPT.nvim

    AI recommended 17 alternatives but never named 21st-dev/1code. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 21st-dev/1code?
    pass
    AI named 21st-dev/1code explicitly

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

  • If a team adopts 21st-dev/1code in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 21st-dev/1code 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 21st-dev/1code solve, and who is the primary audience?
    pass
    AI named 21st-dev/1code explicitly

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

Embed your GEO score

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21st-dev/1code — 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