RRepoGEO

REPOGEO REPORT · LITE

ex3ndr/llama-coder

Default branch main · commit d4b65d67 · scanned 5/20/2026, 7:37:52 AM

GitHub: 2,083 stars · 169 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
35 /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
3 / 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 ex3ndr/llama-coder, 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
  • hightopics#1
    Add relevant topics for discoverability

    Why:

    COPY-PASTE FIX
    vscode-extension, code-completion, ai-assistant, local-llm, ollama, copilot-alternative, privacy-focused, self-hosted
  • mediumreadme#2
    Emphasize 'VS Code extension' in the README's opening

    Why:

    CURRENT
    # Llama Coder

Llama Coder is a better and self-hosted Github Copilot replacement for VS Code.
    COPY-PASTE FIX
    # Llama Coder: Self-hosted VS Code AI Copilot Replacement

Llama Coder is a self-hosted VS Code extension that provides a better, privacy-focused Github Copilot replacement.
  • lowabout#3
    Clarify the repository description

    Why:

    CURRENT
    Replace Copilot local AI
    COPY-PASTE FIX
    A self-hosted VS Code extension for local AI code completion, replacing GitHub Copilot.

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 ex3ndr/llama-coder
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ollama
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ollama · recommended 2×
  2. LocalAI · recommended 2×
  3. LM Studio · recommended 1×
  4. Continue.dev · recommended 1×
  5. CodeGPT · recommended 1×
  • CATEGORY QUERY
    How can I set up a private, local AI coding assistant for my development environment?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Continue.dev
    4. CodeGPT
    5. LocalAI

    AI recommended 5 alternatives but never named ex3ndr/llama-coder. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a fast, privacy-focused code completion tool that runs entirely on my machine.
    you: not recommended
    AI recommended (in order):
    1. Tabnine
    2. Codeium
    3. LocalAI
    4. CodeLlama
    5. StarCoder
    6. Continue
    7. Ollama
    8. YouCompleteMe (YCM)
    9. Language Server Protocol (LSP)
    10. rust-analyzer
    11. pyright
    12. gopls

    AI recommended 12 alternatives but never named ex3ndr/llama-coder. 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 ex3ndr/llama-coder?
    pass
    AI named ex3ndr/llama-coder explicitly

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

  • If a team adopts ex3ndr/llama-coder in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ex3ndr/llama-coder 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 ex3ndr/llama-coder solve, and who is the primary audience?
    pass
    AI named ex3ndr/llama-coder explicitly

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

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ex3ndr/llama-coder — 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