RRepoGEO

REPOGEO REPORT · LITE

ItsPi3141/alpaca-electron

Default branch main · commit 04bad635 · scanned 5/25/2026, 2:26:57 PM

GitHub: 1,308 stars · 138 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 ItsPi3141/alpaca-electron, 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
    Strengthen the README's opening statement to highlight ease-of-use and desktop app nature

    Why:

    CURRENT
    <p align="center"><i>Alpaca Electron is built from the ground-up to be the easiest way to chat with the alpaca AI models. No command line or compiling needed!</i></p>
    COPY-PASTE FIX
    <h1 align="center">
<sub>

</sub>
<br>
Alpaca Electron
</h1>
<p align="center"><i>The simplest way to run Alpaca (and other LLaMA-based local LLMs) on your own computer, with no command line or compiling needed!</i></p>
  • highhomepage#2
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    https://github.com/ItsPi3141/alpaca-electron
  • mediumtopics#3
    Add more specific topics related to local LLM desktop GUIs

    Why:

    CURRENT
    ai, alpaca, alpaca-electron, app, chat, chatgpt, dalai, docker, electron, electron-app, linux, llama, macos, ui, webui, windows
    COPY-PASTE FIX
    ai, alpaca, alpaca-electron, app, chat, chatgpt, dalai, docker, electron, electron-app, linux, llama, macos, ui, webui, windows, local-llm, desktop-app, llm-gui, offline-ai

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 ItsPi3141/alpaca-electron
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
lmstudio-ai/lmstudio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. lmstudio-ai/lmstudio · recommended 1×
  2. ollama/ollama · recommended 1×
  3. janhq/jan · recommended 1×
  4. nomic-ai/gpt4all · recommended 1×
  5. LostRuins/koboldcpp · recommended 1×
  • CATEGORY QUERY
    Easiest way to run open-source large language models locally on my desktop?
    you: not recommended
    AI recommended (in order):
    1. LM Studio (lmstudio-ai/lmstudio)
    2. Ollama (ollama/ollama)
    3. Jan (janhq/jan)
    4. GPT4All (nomic-ai/gpt4all)
    5. KoboldCpp (LostRuins/koboldcpp)
    6. Text Generation WebUI (oobabooga/text-generation-webui)

    AI recommended 6 alternatives but never named ItsPi3141/alpaca-electron. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What applications allow me to run conversational AI models on my CPU without internet?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. GPT4All
    5. KoboldCpp
    6. llama.cpp
    7. PrivateGPT

    AI recommended 7 alternatives but never named ItsPi3141/alpaca-electron. 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 ItsPi3141/alpaca-electron?
    pass
    AI did not name ItsPi3141/alpaca-electron — 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 ItsPi3141/alpaca-electron in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ItsPi3141/alpaca-electron 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 ItsPi3141/alpaca-electron solve, and who is the primary audience?
    pass
    AI named ItsPi3141/alpaca-electron explicitly

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

Embed your GEO score

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
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