RRepoGEO

REPOGEO REPORT · LITE

stablyai/orca

Default branch main · commit f8fd8f1e · scanned 5/26/2026, 11:02:37 AM

GitHub: 3,410 stars · 225 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 stablyai/orca, 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
  • mediumtopics#1
    Expand topics to include more specific AI agent and developer tool terms

    Why:

    CURRENT
    ade, claude-code, cli, codex, cursor-agent, ghostty, ide, mobile-app, opencode, orchestration, parallel-agents, pi, terminal, worktrees
    COPY-PASTE FIX
    ade, claude-code, cli, codex, cursor-agent, ghostty, ide, mobile-app, opencode, orchestration, parallel-agents, pi, terminal, worktrees, ai-coding-assistant, agent-orchestration, developer-tools, multi-agent-ide, ai-productivity
  • lowreadme#2
    Add a 'What Orca is NOT' section to clarify scope

    Why:

    COPY-PASTE FIX
    ## What Orca is NOT

Orca is not a framework for training or fine-tuning AI models (like diffusion models or LLMs). It is an integrated development environment designed to orchestrate and manage *existing* AI coding agents.

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 stablyai/orca
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VS Code
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. VS Code · recommended 1×
  2. GitHub Copilot · recommended 1×
  3. Tabnine · recommended 1×
  4. Codeium · recommended 1×
  5. Cursor · recommended 1×
  • CATEGORY QUERY
    How can I manage and orchestrate multiple AI coding assistants simultaneously within an integrated development environment?
    you: not recommended
    AI recommended (in order):
    1. VS Code
    2. GitHub Copilot
    3. Tabnine
    4. Codeium
    5. Cursor
    6. Amazon CodeWhisperer
    7. JetBrains IDEs
    8. IntelliJ IDEA
    9. PyCharm
    10. JetBrains AI Assistant
    11. Neovim
    12. Vim
    13. nvim-lspconfig
    14. nvim-cmp

    AI recommended 14 alternatives but never named stablyai/orca. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What development environment helps run multiple AI coding agents across desktop and mobile devices?
    you: not recommended
    AI recommended (in order):
    1. Visual Studio Code
    2. LangChain
    3. CrewAI
    4. React Native
    5. Flutter
    6. PyCharm Professional Edition
    7. JupyterLab
    8. Jupyter Notebooks
    9. IntelliJ IDEA Ultimate Edition
    10. Google Colaboratory
    11. Replit
    12. Gitpod
    13. GitHub Codespaces

    AI recommended 13 alternatives but never named stablyai/orca. 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 stablyai/orca?
    pass
    AI named stablyai/orca explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of stablyai/orca. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/stablyai/orca.svg)](https://repogeo.com/en/r/stablyai/orca)
HTML
<a href="https://repogeo.com/en/r/stablyai/orca"><img src="https://repogeo.com/badge/stablyai/orca.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

stablyai/orca — 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