RRepoGEO

REPOGEO REPORT · LITE

wizardAEI/Gomoon

Default branch dev · commit bca6f9c5 · scanned 6/6/2026, 1:37:01 PM

GitHub: 522 stars · 45 forks

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 wizardAEI/Gomoon, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    desktop-ai, ai-assistant, llm, productivity-tool, multi-model, local-knowledge-base, cross-platform
  • highreadme#2
    Clarify the README's opening statement to prevent miscategorization

    Why:

    CURRENT
    <b>Gomoon</b> 是一款桌面端的大模型效率工具。
    COPY-PASTE FIX
    <b>Gomoon</b> 是一款面向普通用户的桌面端大模型效率工具，它不是一个 Go 语言开发框架。
  • mediumreadme#3
    Add a 'Why Gomoon?' section to highlight key differentiators

    Why:

    COPY-PASTE FIX
    ## 为什么选择 Gomoon？

与市面上其他桌面AI工具相比，Gomoon 专注于提供以下独特优势：

- **本地知识库与记忆胶囊：** 安全可靠地存储您的本地知识，完全免费，无需上传云端。
- **智能对话编辑：** 直接编辑AI的回答，让后续对话更智能，这是许多工具不具备的功能。
- **多模型无缝切换：** 支持市面上主流大模型，并允许您自定义和实时切换，满足不同需求。
- **高效快捷操作：** 快速唤起、划选文本查找/朗读、文件/图片/URL解析等功能，极大提升工作效率。

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 wizardAEI/Gomoon
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
jan-ai/jan
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. jan-ai/jan · recommended 1×
  2. LM Studio · recommended 1×
  3. nomic-ai/gpt4all · recommended 1×
  4. ollama/ollama · recommended 1×
  5. mudler/LocalAI · recommended 1×
  • CATEGORY QUERY
    Looking for a desktop AI assistant with multi-model support and local knowledge base.
    you: not recommended
    AI recommended (in order):
    1. Jan AI (jan-ai/jan)
    2. LM Studio
    3. GPT4All (nomic-ai/gpt4all)
    4. Ollama (ollama/ollama)
    5. LocalAI (mudler/LocalAI)
    6. PrivateGPT (imartinez/privateGPT)
    7. AnythingLLM (Mintplex-Labs/anythingllm)

    AI recommended 7 alternatives but never named wizardAEI/Gomoon. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best desktop AI tools for text selection, web search, and local data storage?
    you: not recommended
    AI recommended (in order):
    1. Mem
    2. Obsidian
    3. DEVONthink
    4. Notion
    5. Logseq
    6. Evernote

    AI recommended 6 alternatives but never named wizardAEI/Gomoon. 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 wizardAEI/Gomoon?
    pass
    AI named wizardAEI/Gomoon explicitly

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

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

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

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wizardAEI/Gomoon — 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