RRepoGEO

REPOGEO REPORT · LITE

ErikBjare/are-copilots-local-yet

Default branch master · commit ff59b1b7 · scanned 6/10/2026, 3:54:33 PM

GitHub: 599 stars · 31 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 ErikBjare/are-copilots-local-yet, 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 sentence to clearly state it's a curated list

    Why:

    CURRENT
    Current trends and state of the art for using open & local LLM models as copilots to complete code, generate projects, act as shell assistants, automatically fix bugs, and more.
    COPY-PASTE FIX
    This is a curated list tracking current trends and state of the art for using open & local LLM models as copilots to complete code, generate projects, act as shell assistants, automatically fix bugs, and more.
  • hightopics#2
    Add 'awesome-list' to the repository topics

    Why:

    CURRENT
    copilot, github-copilot, llama, llm, openai, starcoder, wizardcoder
    COPY-PASTE FIX
    copilot, github-copilot, llama, llm, openai, starcoder, wizardcoder, awesome-list
  • mediumhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/ErikBjare/are-copilots-local-yet

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 ErikBjare/are-copilots-local-yet
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LM Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 2×
  2. Tabnine Enterprise · recommended 1×
  3. CodeGPT · recommended 1×
  4. FauxPilot · recommended 1×
  5. Continue · recommended 1×
  • CATEGORY QUERY
    What are good self-hosted code completion tools for developers concerned about data privacy?
    you: not recommended
    AI recommended (in order):
    1. Tabnine Enterprise
    2. CodeGPT
    3. FauxPilot
    4. Continue
    5. YouCode
    6. VS Code
    7. Ollama
    8. LM Studio
    9. Jedi

    AI recommended 9 alternatives but never named ErikBjare/are-copilots-local-yet. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find local LLM-based tools for code generation and shell assistance?
    you: not recommended
    AI recommended (in order):
    1. Code Llama
    2. Ollama (ollama/ollama)
    3. LM Studio
    4. Mistral
    5. Llama 2
    6. Tabby (TabbyML/tabby)
    7. Continue (continue-ui/continue)

    AI recommended 7 alternatives but never named ErikBjare/are-copilots-local-yet. 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 ErikBjare/are-copilots-local-yet?
    pass
    AI named ErikBjare/are-copilots-local-yet explicitly

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

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