RRepoGEO

REPOGEO REPORT · LITE

hieunc229/copilot-clone

Default branch master · commit 1edf91fd · scanned 5/12/2026, 12:42:31 PM

GitHub: 1,782 stars · 270 forks

AI VISIBILITY SCORE
28 /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
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 hieunc229/copilot-clone, 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 paragraph to emphasize AI and alternative status

    Why:

    CURRENT
    This feature is somewhat similar to Github Copilot's code suggestion. But instead of using AI, it sends your search query to Google, then retrieves StackOverflow and Github Gist answers and autocompletes them for you. ✅ OpenAI and OpenRouter added to generate code with AI (Bring Your Own Key)
    COPY-PASTE FIX
    Captain Stack is an open-source VSCode extension providing intelligent code suggestions and generation, serving as a powerful alternative to GitHub Copilot. It supports AI code generation via OpenAI and OpenRouter (Bring Your Own Key), alongside unique code search capabilities from StackOverflow and GitHub Gist.
  • mediumreadme#2
    Clarify the relationship between the repo name and project name in the README

    Why:

    COPY-PASTE FIX
    Add a sentence near the top of the README, such as: "This repository, `hieunc229/copilot-clone`, is the home for the Captain Stack VSCode extension."
  • lowhomepage#3
    Add the VSCode Marketplace link as the repository homepage

    Why:

    COPY-PASTE FIX
    https://marketplace.visualstudio.com/items?itemName=captainstack.captain-stack

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 hieunc229/copilot-clone
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. Tabnine · recommended 2×
  3. Codeium · recommended 1×
  4. IntelliCode · recommended 1×
  5. Kite · recommended 1×
  • CATEGORY QUERY
    Looking for a VSCode extension that provides intelligent code suggestions and generation.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Codeium
    4. IntelliCode
    5. Kite
    6. ChatGPT - Genie AI

    AI recommended 6 alternatives but never named hieunc229/copilot-clone. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some VSCode tools for generating code snippets from web sources or AI?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. CodeGPT
    4. ChatGPT
    5. snippet-generator.app
    6. Quokka.js
    7. Code Runner

    AI recommended 7 alternatives but never named hieunc229/copilot-clone. 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 hieunc229/copilot-clone?
    pass
    AI named hieunc229/copilot-clone explicitly

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

  • If a team adopts hieunc229/copilot-clone in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hieunc229/copilot-clone 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 hieunc229/copilot-clone solve, and who is the primary audience?
    pass
    AI did not name hieunc229/copilot-clone — 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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hieunc229/copilot-clone — 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