RRepoGEO

REPOGEO REPORT · LITE

alchaincyf/fanbox

Default branch master · commit 3d091ba6 · scanned 6/17/2026, 7:16:53 AM

GitHub: 613 stars · 86 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 alchaincyf/fanbox, 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
    Clarify project identity in README's opening to prevent name confusion

    Why:

    CURRENT
    > *"AI 帮你一个下午起十个项目，然后它们就再也找不到了。FanBox 帮你把它们找回来。"*
> *"AI spins up ten projects in an afternoon. FanBox helps you find them again."*
    COPY-PASTE FIX
    > *"AI 帮你一个下午起十个项目，然后它们就再也找不到了。FanBox 帮你把它们找回来。"*
> *"AI spins up ten projects in an afternoon. FanBox helps you find them again."*

**FanBox is a local development environment for AI coding agents, not a content downloader for the FANBOX platform.**
  • mediumtopics#2
    Add topics related to IDEs and development environments

    Why:

    CURRENT
    agent, ai, claude, codex, electron, file-manager, local-first, macos, terminal, vibe-coding
    COPY-PASTE FIX
    agent, ai, claude, codex, electron, file-manager, local-first, macos, terminal, vibe-coding, ide, development-environment, code-editor, ai-development
  • lowabout#3
    Expand the 'About' description to explicitly state its function as an AI agent IDE

    Why:

    CURRENT
    vibe coding 的驾驶舱：左边文件，右边/下边终端，中间看清每一次改动。 / The cockpit for vibe coding: browse files on the left, command agents on the right, watch every change in between.
    COPY-PASTE FIX
    FanBox is a local-first integrated development environment (IDE) and cockpit for AI coding agents like Claude Code or Codex. It allows users to browse files, run agents in an embedded terminal, and visualize every change made by the AI, specifically designed for 'vibe coding' workflows. This is NOT a content downloader for the FANBOX platform.

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 alchaincyf/fanbox
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. VS Code · recommended 2×
  2. Git · recommended 1×
  3. IntelliJ IDEA · recommended 1×
  4. PyCharm · recommended 1×
  5. WebStorm · recommended 1×
  • CATEGORY QUERY
    How to track changes made by an AI coding assistant in my local project?
    you: not recommended
    AI recommended (in order):
    1. Git
    2. VS Code
    3. IntelliJ IDEA
    4. PyCharm
    5. WebStorm
    6. Sublime Text
    7. GitGutter
    8. Sublime Merge
    9. GitHub Copilot Chat
    10. Cursor IDE

    AI recommended 10 alternatives but never named alchaincyf/fanbox. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a local development environment to manage AI agent interactions and file changes.
    you: not recommended
    AI recommended (in order):
    1. VS Code
    2. JupyterLab
    3. PyCharm Professional
    4. Cursor
    5. GitPod
    6. GitHub Codespaces
    7. Neovim
    8. Vim

    AI recommended 8 alternatives but never named alchaincyf/fanbox. 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 alchaincyf/fanbox?
    pass
    AI named alchaincyf/fanbox explicitly

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

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

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

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alchaincyf/fanbox — 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