RRepoGEO

REPOGEO REPORT · LITE

tiann/hapi

Default branch main · commit 2ab3b398 · scanned 6/24/2026, 12:46:39 AM

GitHub: 4,345 stars · 469 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
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 tiann/hapi, 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 H1 and opening sentence to specify category

    Why:

    CURRENT
    # HAPI

Run official Claude Code / Codex / Gemini / OpenCode sessions locally and control them remotely through a Web / PWA / Telegram Mini App.
    COPY-PASTE FIX
    # HAPI: Remote Control for Your Local AI Coding Assistants

Run and manage your Claude Code, Codex, Gemini, or OpenCode sessions locally, and control them remotely through a Web, PWA, or Telegram Mini App.
  • hightopics#2
    Add specific AI coding assistant management topics

    Why:

    CURRENT
    app, claude-code, codex, gemini-cli, opencode, remote-control
    COPY-PASTE FIX
    app, claude-code, codex, gemini-cli, opencode, remote-control, ai-coding-assistant, ai-developer-tools, remote-ai-management
  • mediumabout#3
    Clarify the repository description

    Why:

    CURRENT
    App for Claude Code / Codex / Gemini / OpenCode, vibe coding anytime, anywhere
    COPY-PASTE FIX
    Remotely manage and control your local AI coding assistants (Claude Code, Codex, Gemini, OpenCode) from any device, anytime, anywhere.

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 tiann/hapi
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tailscale
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Tailscale · recommended 1×
  2. SSH (OpenSSH) · recommended 1×
  3. Termius · recommended 1×
  4. Blink Shell · recommended 1×
  5. JuiceSSH · recommended 1×
  • CATEGORY QUERY
    How to remotely manage and interact with my local AI coding assistant from a phone?
    you: not recommended
    AI recommended (in order):
    1. Tailscale
    2. SSH (OpenSSH)
    3. Termius
    4. Blink Shell
    5. JuiceSSH
    6. VS Code Remote Development
    7. GitHub Copilot
    8. Cursor
    9. Codeium
    10. code-server
    11. Ngrok
    12. AnyDesk
    13. TeamViewer
    14. Chrome Remote Desktop
    15. Jupyter Notebook
    16. JupyterLab
    17. Mosh (Mobile Shell)
    18. Cloudflare Tunnel

    AI recommended 18 alternatives but never named tiann/hapi. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Unified platform to manage and control various local AI code generation agents?
    you: not recommended
    AI recommended (in order):
    1. Open WebUI
    2. LlamaIndex
    3. LangChain
    4. Ollama
    5. LM Studio
    6. Hugging Face Transformers
    7. Flask
    8. Django

    AI recommended 8 alternatives but never named tiann/hapi. 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 tiann/hapi?
    pass
    AI named tiann/hapi explicitly

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

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

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

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tiann/hapi — 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