RRepoGEO

REPOGEO REPORT · LITE

workany-ai/workany

Default branch dev · commit 6140ecc6 · scanned 5/11/2026, 6:27:29 AM

GitHub: 1,467 stars · 239 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 workany-ai/workany, 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 paragraph to emphasize local, self-contained desktop execution

    Why:

    CURRENT
    WorkAny is a desktop AI agent application that executes tasks through natural language. It provides real-time code generation, tool execution, and workspace management.
    COPY-PASTE FIX
    WorkAny is a **self-contained desktop AI agent application** that executes tasks through natural language directly on your machine. It provides real-time code generation, tool execution, and workspace management, offering a private and powerful local AI assistant experience.
  • mediumreadme#2
    Add a 'Why WorkAny?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why WorkAny?

Unlike cloud-based AI assistants, WorkAny runs entirely on your desktop, ensuring privacy and local control. Compared to command-line AI agents, WorkAny offers a fully integrated graphical user interface for seamless interaction and task management.
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License

This project is licensed under the terms detailed in the [LICENSE](LICENSE) file.

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 workany-ai/workany
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Copilot · recommended 1×
  2. Voiceflow · recommended 1×
  3. Significant-Gravitas/AutoGPT · recommended 1×
  4. Power Automate Desktop · recommended 1×
  5. Zapier · recommended 1×
  • CATEGORY QUERY
    What AI assistant can I use to automate desktop tasks with natural language?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Copilot
    2. Voiceflow
    3. AutoGPT (Significant-Gravitas/AutoGPT)
    4. Power Automate Desktop
    5. Zapier

    AI recommended 5 alternatives but never named workany-ai/workany. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a local AI agent to generate code, documents, and manage files.
    you: not recommended
    AI recommended (in order):
    1. Continue
    2. Open Interpreter
    3. GPT-Engineer
    4. Ollama
    5. LM Studio
    6. Smol-Developer

    AI recommended 6 alternatives but never named workany-ai/workany. 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 workany-ai/workany?
    pass
    AI named workany-ai/workany explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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