RRepoGEO

REPOGEO REPORT · LITE

nicepkg/aide

Default branch master · commit 1331e73a · scanned 5/10/2026, 8:42:15 PM

GitHub: 2,691 stars · 208 forks

AI VISIBILITY SCORE
33 /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
2 / 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 nicepkg/aide, 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 to explicitly state it's a VSCode extension

    Why:

    CURRENT
    Conquer Any Code in VSCode: One-Click Comments, Conversions, UI-to-Code, and AI Batch Processing of Files! 💪
    COPY-PASTE FIX
    Aide is a powerful VSCode extension that helps you conquer any code with one-click comments, conversions, UI-to-Code, and AI batch processing of files.
  • mediumtopics#2
    Add specific topics for key features like UI-to-Code and batch processing

    Why:

    CURRENT
    agent, ai, aide, anthropic, chatgpt, claude, copilot, developer-tools, extensions, gpt, gpt-4, gpt4, llm, ollama, openai, prompt, prompt-engineering, software-development, vscode, vscode-extension
    COPY-PASTE FIX
    agent, ai, aide, anthropic, chatgpt, claude, copilot, developer-tools, extensions, gpt, gpt-4, gpt4, llm, ollama, openai, prompt, prompt-engineering, software-development, vscode, vscode-extension, ui-to-code, code-generation, batch-processing, ai-code-assistant
  • lowreadme#3
    Add a dedicated section highlighting Aide's unique differentiators

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Why Aide?' or 'What Makes Aide Different?' that explicitly outlines its unique value proposition (e.g., comprehensive feature set beyond just completion, UI-to-code, batch processing, multi-LLM support).

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 nicepkg/aide
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Exafunction/codeium · recommended 1×
  3. tabnine/Tabnine-VSCode · recommended 1×
  4. Blackbox-AI/Blackbox-AI-VSCode · recommended 1×
  5. Amazon CodeWhisperer · recommended 1×
  • CATEGORY QUERY
    How can I use AI to generate comments and convert code directly within VSCode?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Codeium (Exafunction/codeium)
    3. Tabnine (tabnine/Tabnine-VSCode)
    4. Blackbox AI (Blackbox-AI/Blackbox-AI-VSCode)
    5. Amazon CodeWhisperer

    AI recommended 5 alternatives but never named nicepkg/aide. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools help generate code from UI designs and perform batch file processing?
    you: not recommended
    AI recommended (in order):
    1. Locofy.ai
    2. Anima App
    3. Microsoft Power Apps (with AI Builder)
    4. Uizard
    5. GPT-4
    6. Claude 3 Opus
    7. Plasmic

    AI recommended 7 alternatives but never named nicepkg/aide. 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 nicepkg/aide?
    pass
    AI did not name nicepkg/aide — 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 nicepkg/aide in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nicepkg/aide 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 nicepkg/aide solve, and who is the primary audience?
    pass
    AI named nicepkg/aide explicitly

    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 nicepkg/aide. 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite