RRepoGEO

REPOGEO REPORT · LITE

mpociot/chatgpt-vscode

Default branch main · commit 4cae6973 · scanned 5/9/2026, 11:32:38 PM

GitHub: 4,944 stars · 365 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 mpociot/chatgpt-vscode, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, or GPL-3.0).
  • mediumabout#2
    Refine the 'About' description for clarity and GEO

    Why:

    CURRENT
    A VSCode extension that allows you to use ChatGPT
    COPY-PASTE FIX
    A VSCode extension that integrates ChatGPT directly into your editor for AI-powered coding assistance, explanations, and productivity.

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 mpociot/chatgpt-vscode
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 2×
  2. Codeium · recommended 2×
  3. JetBrains AI Assistant · recommended 2×
  4. GitHub Copilot · recommended 1×
  5. Tabnine · recommended 1×
  • CATEGORY QUERY
    How to get AI-powered coding assistance and explanations directly in my editor?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. Tabnine
    4. Codeium
    5. JetBrains AI Assistant
    6. Amazon CodeWhisperer

    AI recommended 6 alternatives but never named mpociot/chatgpt-vscode. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an integrated AI chat tool for developers to improve in-IDE productivity.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Cursor
    3. Codeium
    4. Tabnine Chat
    5. JetBrains AI Assistant
    6. Continue

    AI recommended 6 alternatives but never named mpociot/chatgpt-vscode. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 mpociot/chatgpt-vscode?
    pass
    AI named mpociot/chatgpt-vscode explicitly

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

  • If a team adopts mpociot/chatgpt-vscode in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mpociot/chatgpt-vscode 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 mpociot/chatgpt-vscode solve, and who is the primary audience?
    pass
    AI did not name mpociot/chatgpt-vscode — 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?

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MARKDOWN (README)
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mpociot/chatgpt-vscode — 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