RRepoGEO

REPOGEO REPORT · LITE

aaddrick/claude-desktop-debian

Default branch main · commit 201b3cff · scanned 6/30/2026, 10:56:34 PM

GitHub: 5,194 stars · 512 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
22 /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
1 / 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 aaddrick/claude-desktop-debian, 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 specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    linux, debian, ubuntu, fedora, rhel, arch-linux, nixos, appimage, claude-ai, desktop-client, llm-client, ai-chatbot
  • highreadme#2
    Reposition the README H1 to clarify specific AI and client type

    Why:

    CURRENT
    # Claude Desktop for Linux
    
    This project provides build scripts to run Claude Desktop natively on Linux systems. It repackages the official Windows application for Linux distributions, producing `.deb` packages (Debian/Ubuntu), `.rpm` packages (Fedora/RHEL), distribution-agnostic AppImages, an AUR package for Arch Linux, and a Nix flake for NixOS.
    COPY-PASTE FIX
    # Claude Desktop for Linux
    
    This project provides unofficial build scripts to run Anthropic's Claude AI as a native desktop application on Linux systems. It repackages the official Windows application for various Linux distributions, producing `.deb` packages (Debian/Ubuntu), `.rpm` packages (Fedora/RHEL), distribution-agnostic AppImages, an AUR package for Arch Linux, and a Nix flake for NixOS.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://pkg.claude-desktop-debian.dev

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 aaddrick/claude-desktop-debian
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. Ollama · recommended 2×
  3. Jan · recommended 2×
  4. LocalAI · recommended 2×
  5. KoboldCpp · recommended 2×
  • CATEGORY QUERY
    How can I get a popular AI chatbot running natively on my Linux desktop?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. LocalAI
    5. text-generation-webui
    6. KoboldCpp

    AI recommended 6 alternatives but never named aaddrick/claude-desktop-debian. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a standalone desktop application for interacting with large language models on Linux.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. GPT4All
    5. LocalAI
    6. KoboldCpp

    AI recommended 6 alternatives but never named aaddrick/claude-desktop-debian. 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 aaddrick/claude-desktop-debian?
    pass
    AI did not name aaddrick/claude-desktop-debian — 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 aaddrick/claude-desktop-debian in production, what risks or prerequisites should they evaluate first?
    pass
    AI named aaddrick/claude-desktop-debian 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 aaddrick/claude-desktop-debian solve, and who is the primary audience?
    pass
    AI did not name aaddrick/claude-desktop-debian — 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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aaddrick/claude-desktop-debian — 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