REPOGEO REPORT · LITE

hieunc229/copilot-clone

Default branch master · commit 1edf91fd · scanned 6/22/2026, 6:48:19 PM

GitHub: 1,781 stars · 270 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

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 README opening to clarify core technology and dual functionality

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 a VSCode extension that provides intelligent code suggestions. It uniquely combines two powerful methods: searching web resources like StackOverflow and GitHub Gist for relevant code snippets, and generating code using AI models from OpenAI and OpenRouter (Bring Your Own Key). Unlike some alternatives, Captain Stack does not rely on local models like Code Llama, focusing instead on leveraging external knowledge bases and flexible AI integrations.

mediumhomepage#2
Add the VSCode Marketplace URL as the repository homepage
Why:
COPY-PASTE FIX
```
https://marketplace.visualstudio.com/items?itemName=captainstack.captain-stack
```

lowtopics#3

Add 'vscode-extension' to repository topics

Why:

CURRENT

code-completion, code-suggestion, extension, vscode

COPY-PASTE FIX

code-completion, code-suggestion, extension, vscode, vscode-extension

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

Of all named tools, what % are you?

Top rival

GitHub Copilot

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

GitHub Copilot · recommended 2×
Codeium · recommended 2×
Tabnine AI Code Completion · recommended 1×
Blackbox AI · recommended 1×
Amazon CodeWhisperer · recommended 1×

CATEGORY QUERY
What VSCode extensions offer intelligent code completion by searching web resources and generating with AI?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. Tabnine AI Code Completion
3. Codeium
4. Blackbox AI
5. Amazon CodeWhisperer
AI recommended 5 alternatives but never named hieunc229/copilot-clone. This is the gap to close.
Show full AI answer
CATEGORY QUERY
How can I get code suggestions in VSCode using my own AI API key or public code examples?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. Tabnine
3. Codeium
4. Ollama
5. Code Llama
6. StarCoder
7. DeepSeek Coder
8. Continue
9. CodeGPT
AI recommended 9 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 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?
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 named hieunc229/copilot-clone 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 hieunc229/copilot-clone. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/hieunc229/copilot-clone.svg)](https://repogeo.com/en/r/hieunc229/copilot-clone)

HTML

<a href="https://repogeo.com/en/r/hieunc229/copilot-clone"><img src="https://repogeo.com/badge/hieunc229/copilot-clone.svg" alt="RepoGEO" /></a>

Pro

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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