REPOGEO REPORT · LITE

aaddrick/claude-desktop-debian

Default branch main · commit ba2846c8 · scanned 5/19/2026, 1:32:11 PM

GitHub: 4,314 stars · 442 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 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 relevant topics to the repository

Why:

COPY-PASTE FIX

claude-ai, desktop-app, linux, debian, ubuntu, fedora, rhel, appimage, aur, nixos, ai-assistant, chatbot, native-client

highhomepage#2
Set the repository homepage URL
Why:
COPY-PASTE FIX
```
https://pkg.claude-desktop-debian.dev
```

mediumreadme#3

Enhance README opening to explicitly mention 'AI chatbot' context

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: Native AI Chatbot Client

This project provides a native desktop application for **Claude AI** on Linux, solving the lack of an official client for users who want to run this popular AI chatbot natively. It repackages the official Windows application for various Linux distributions, producing `.deb` (Debian/Ubuntu), `.rpm` (Fedora/RHEL), distribution-agnostic AppImages, an AUR package for Arch Linux, and a Nix flake for NixOS.

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

Of all named tools, what % are you?

Top rival

LM Studio

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

LM Studio · recommended 1×
Ollama · recommended 1×
Chatbot UI · recommended 1×
Open WebUI · recommended 1×
GPT4All · recommended 1×

CATEGORY QUERY
How to run a popular AI chatbot application natively on my Linux desktop?
you: not recommended
AI recommended (in order):
1. LM Studio
2. Ollama
3. Chatbot UI
4. Open WebUI
5. GPT4All
6. LocalAI
7. KoboldCpp
8. Hugging Face Transformers
9. Gradio
10. Streamlit
AI recommended 10 alternatives but never named aaddrick/claude-desktop-debian. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a tool to easily install AI assistant clients on various Linux distros.
you: not recommended
AI recommended (in order):
1. Snaps (Snapcraft) (snapcore/snapd)
2. Flatpak (flatpak/flatpak)
3. AppImage (AppImage/AppImageKit)
4. Homebrew (Linuxbrew) (Homebrew/brew)
5. Nix Package Manager (NixOS/nix)
AI recommended 5 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 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?
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?

Embed your GEO score

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/aaddrick/claude-desktop-debian.svg)](https://repogeo.com/en/r/aaddrick/claude-desktop-debian)

HTML

<a href="https://repogeo.com/en/r/aaddrick/claude-desktop-debian"><img src="https://repogeo.com/badge/aaddrick/claude-desktop-debian.svg" alt="RepoGEO" /></a>

Pro

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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