RRepoGEO

REPOGEO REPORT · LITE

openkursar/hello-halo

Default branch main · commit e15f008d · scanned 5/15/2026, 10:24:17 AM

GitHub: 1,420 stars · 127 forks

AI VISIBILITY SCORE
27 /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
1 / 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 openkursar/hello-halo, 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 README H1 and opening paragraph to clarify core identity

    Why:

    CURRENT
    # Halo
### Your AI Workstation, 24/7

Set goals. It runs around the clock. Write code, automate, deploy — you make the calls, Halo does the work.
    COPY-PASTE FIX
    # Halo: Your 7x24 Desktop AI Agent & Visual AI Assistant
### An AI Workstation that runs around the clock.

Set goals. Halo does the work: write code, automate tasks, manage files, and deploy applications. It's a visual AI assistant with remote access and a built-in AI browser, designed for everyone.
  • mediumtopics#2
    Expand repository topics with specific keywords

    Why:

    CURRENT
    agent, claudecode, cowork
    COPY-PASTE FIX
    ai-agent, desktop-ai, visual-ai-assistant, code-automation, file-management, remote-access, ai-browser, claudecode
  • lowlicense#3
    Clarify license information in README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, e.g., '## License
This project is licensed under a custom license. Please refer to the [LICENSE](LICENSE) file for full details.'

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 openkursar/hello-halo
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. smol-ai/smol-developer · recommended 1×
  3. gpt-engineer/gpt-engineer · recommended 1×
  4. Significant-Gravitas/Auto-GPT · recommended 1×
  5. Devin · recommended 1×
  • CATEGORY QUERY
    Looking for an AI agent to automate coding tasks and manage files 24/7 on my desktop.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Smol-AI (smol-ai/smol-developer)
    3. GPT-Engineer (gpt-engineer/gpt-engineer)
    4. Auto-GPT (Significant-Gravitas/Auto-GPT)
    5. Devin

    AI recommended 5 alternatives but never named openkursar/hello-halo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best visual AI assistants offering remote access and file management capabilities?
    you: not recommended
    AI recommended (in order):
    1. AnyDesk
    2. TeamViewer
    3. Splashtop Business Access
    4. Chrome Remote Desktop
    5. Microsoft Remote Desktop
    6. RustDesk
    7. NoMachine

    AI recommended 7 alternatives but never named openkursar/hello-halo. 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 openkursar/hello-halo?
    pass
    AI did not name openkursar/hello-halo — likely talking about a different project

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

  • If a team adopts openkursar/hello-halo in production, what risks or prerequisites should they evaluate first?
    pass
    AI named openkursar/hello-halo 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 openkursar/hello-halo solve, and who is the primary audience?
    pass
    AI did not name openkursar/hello-halo — likely talking about a different project

    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 openkursar/hello-halo. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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openkursar/hello-halo — 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