RRepoGEO

REPOGEO REPORT · LITE

omnara-ai/omnara

Default branch main · commit 500a82ad · scanned 6/19/2026, 1:26:56 PM

GitHub: 2,645 stars · 197 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 omnara-ai/omnara, 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
    Update the repository description to reflect deprecation

    Why:

    CURRENT
    Omnara (YC S25) - Talk to Your AI Agents from Anywhere!
    COPY-PASTE FIX
    LEGACY: This repository is no longer maintained. For the new voice-first coding agent platform, visit https://omnara.com.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    legacy, deprecated, ai-agents, voice-first, coding-assistant, omnara-com, archive
  • mediumreadme#3
    Refine README's H1 to immediately state legacy status

    Why:

    CURRENT
    # Omnara - Mission Control for Your AI Agents 🚀
    COPY-PASTE FIX
    # Omnara (LEGACY) - Mission Control for AI Agents (DEPRECATED)

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 omnara-ai/omnara
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
mlflow/mlflow
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. mlflow/mlflow · recommended 1×
  2. kubeflow/kubeflow · recommended 1×
  3. ray-project/ray · recommended 1×
  4. openai/gym · recommended 1×
  5. wandb/wandb · recommended 1×
  • CATEGORY QUERY
    What tools provide a central interface to manage and interact with AI agents remotely?
    you: not recommended
    AI recommended (in order):
    1. MLflow (mlflow/mlflow)
    2. Kubeflow (kubeflow/kubeflow)
    3. Ray Serve (ray-project/ray)
    4. OpenAI Gym (openai/gym)
    5. Weights & Biases (wandb/wandb)
    6. TensorBoard (tensorflow/tensorboard)
    7. AWS API Gateway
    8. Azure API Management
    9. Google Cloud Endpoints

    AI recommended 9 alternatives but never named omnara-ai/omnara. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking platforms for voice-first interaction and remote access to AI coding assistants.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. VS Code
    3. Dragon NaturallySpeaking
    4. Voice Control
    5. Cursor IDE
    6. Replit
    7. Ghostwriter
    8. AWS Cloud9
    9. Amazon CodeWhisperer
    10. JetBrains IDEs
    11. IntelliJ IDEA
    12. PyCharm
    13. AI Assistant plugin
    14. JetBrains Gateway
    15. Tabnine

    AI recommended 15 alternatives but never named omnara-ai/omnara. 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 omnara-ai/omnara?
    pass
    AI named omnara-ai/omnara explicitly

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

  • If a team adopts omnara-ai/omnara in production, what risks or prerequisites should they evaluate first?
    pass
    AI named omnara-ai/omnara 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 omnara-ai/omnara solve, and who is the primary audience?
    pass
    AI named omnara-ai/omnara 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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  • Brand-free category queries5 vs 2 in Lite
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