RRepoGEO

REPOGEO REPORT · LITE

sonnylazuardi/chat-ai-desktop

Default branch master · commit 4e800626 · scanned 5/22/2026, 8:32:15 PM

GitHub: 2,004 stars · 185 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
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 sonnylazuardi/chat-ai-desktop, 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 README H1 and opening paragraph to emphasize user benefits

    Why:

    CURRENT
    # Chat AI Desktop App

Unofficial open source Chat AI desktop app for mac, windows, and linux menubar using tauri & rust.
    COPY-PASTE FIX
    # Chat AI Desktop App: Your Convenient Menubar Client for AI Chat

Get a fast, native desktop experience for interacting with AI chatbots on Mac, Windows, and Linux. This open-source app provides quick access to AI conversations directly from your menubar, built with Tauri & Rust.
  • mediumreadme#2
    Add a 'Features' section to the README

    Why:

    COPY-PASTE FIX
    ## Features

- **Cross-platform:** Available for Mac, Windows, and Linux.
- **Menubar access:** Quick access to AI chat from your system tray.
- **Native performance:** Built with Tauri and Rust for a lightweight and fast experience.
- **API Key support:** Use your own OpenAI API key for direct access.
- **Open Source:** Full transparency and control over your application.
  • lowfaq#3
    Clarify 'wrapper' phrasing in the FAQ to highlight benefits

    Why:

    CURRENT
    Yes, it is safe. There is no data transferred in the app (you can check the source). It's just a wrapper for teh popular Chat AI website. If you are still unsure, you can build your own binary and use it.
    COPY-PASTE FIX
    Yes, it is safe. There is no data transferred in the app (you can check the source). It provides a dedicated desktop experience by wrapping the popular Chat AI web interface, enhanced with native menubar access and local API key management. If you are still unsure, you can build your own binary and use it.

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 sonnylazuardi/chat-ai-desktop
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
MindMac
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. MindMac · recommended 2×
  2. MacGPT · recommended 2×
  3. ChatGPT Desktop App (Official) · recommended 1×
  4. Poe · recommended 1×
  5. mckaywrigley/chatbot-ui · recommended 1×
  • CATEGORY QUERY
    How can I get a convenient desktop application for interacting with AI chatbots on Windows or Mac?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Desktop App (Official)
    2. Poe
    3. MindMac
    4. MacGPT
    5. Chatbot UI (mckaywrigley/chatbot-ui)
    6. TypingMind

    AI recommended 6 alternatives but never named sonnylazuardi/chat-ai-desktop. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for open-source menubar AI chat clients built with web technologies for desktop.
    you: not recommended
    AI recommended (in order):
    1. MacGPT
    2. MindMac
    3. Chatbox
    4. OpenCat
    5. GPT-Desktop
    6. AI Chatbot Desktop

    AI recommended 6 alternatives but never named sonnylazuardi/chat-ai-desktop. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 sonnylazuardi/chat-ai-desktop?
    pass
    AI did not name sonnylazuardi/chat-ai-desktop — 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 sonnylazuardi/chat-ai-desktop in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sonnylazuardi/chat-ai-desktop 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 sonnylazuardi/chat-ai-desktop solve, and who is the primary audience?
    pass
    AI did not name sonnylazuardi/chat-ai-desktop — 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

Drop this badge into the README of sonnylazuardi/chat-ai-desktop. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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sonnylazuardi/chat-ai-desktop — 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