RRepoGEO

REPOGEO REPORT · LITE

nicepkg/aide

Default branch master · commit 1331e73a · scanned 6/20/2026, 10:06:55 PM

GitHub: 2,695 stars · 208 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
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
    Clarify Aide's core identity as a VSCode AI extension in the README's opening

    Why:

    CURRENT
    The README's first content after the tagline is 'English / 简体中文 / 日本語'.
    COPY-PASTE FIX
    Add the following sentence immediately after the main tagline (and its containing `div` if present), before any language links or document sections: 'Aide is a powerful AI-powered VSCode extension designed to streamline your coding workflow with one-click comments, code conversions, UI-to-code generation, and AI batch processing.'
  • mediumreadme#2
    Introduce a 'What is Aide?' section to explicitly define its role

    Why:

    COPY-PASTE FIX
    Add a new section to your README, for example:

## What is Aide?
Aide is your all-in-one AI coding assistant for VSCode, empowering developers to conquer any code challenge. It integrates advanced AI capabilities directly into your editor, offering tools for code generation, refactoring, commenting, language conversion, and intelligent file processing.
  • lowreadme#3
    Add a section highlighting Aide's unique value proposition

    Why:

    COPY-PASTE FIX
    Add a new section to your README, for example:

## Why Choose Aide?
Unlike generic AI tools, Aide is purpose-built as a comprehensive VSCode extension, offering deep integration and a wide array of developer-centric AI features from one-click conversions to intelligent batch processing, all within your familiar IDE.

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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. Cursor · recommended 1×
  3. Codeium · recommended 1×
  4. Tabnine · recommended 1×
  5. Amazon CodeWhisperer · recommended 1×
  • CATEGORY QUERY
    What are the best AI coding assistants for VSCode to generate comments and refactor code?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. Codeium
    4. Tabnine
    5. Amazon CodeWhisperer
    6. Cody by Sourcegraph

    AI recommended 6 alternatives but never named nicepkg/aide. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI tool that can convert code between languages and batch process files.
    you: not recommended
    AI recommended (in order):
    1. Blackbox AI
    2. GitHub Copilot
    3. CodeGeeX
    4. OpenAI API
    5. Google Cloud AI Platform

    AI recommended 5 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?

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nicepkg/aide — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite