RRepoGEO

REPOGEO REPORT · LITE

vincelwt/chatgpt-mac

Default branch main · commit 5b9df7cb · scanned 6/26/2026, 6:36:40 PM

GitHub: 6,280 stars · 479 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)

3 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 vincelwt/chatgpt-mac, 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 H1 and opening paragraph to clarify purpose

    Why:

    CURRENT
    ⭐ Building in AI? My new project is an open-source toolkit for AI devs, a star would mean the world ⭐

# ChatGPT for desktop

This is a simple app that makes ChatGPT live in your menubar.
    COPY-PASTE FIX
    # ChatGPT for Mac (Menubar Client)

This is a simple, native macOS application that brings ChatGPT directly to your menubar, providing quick access from anywhere on your desktop. It acts as a convenient wrapper for the official chat.openai.com interface.
  • highlicense#2
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository with the text of the MIT License.
  • mediumabout#3
    Update the repository description for clarity

    Why:

    CURRENT
    ChatGPT for Mac, living in your menubar.
    COPY-PASTE FIX
    A native macOS menubar client for ChatGPT, providing quick access to the official chat.openai.com interface.

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 vincelwt/chatgpt-mac
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
p0deje/MacGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. p0deje/MacGPT · recommended 1×
  2. Raycast · recommended 1×
  3. Elephas · recommended 1×
  4. MindMac · recommended 1×
  5. Textbuddy · recommended 1×
  • CATEGORY QUERY
    How can I quickly access an AI chatbot directly from my macOS menubar?
    you: not recommended
    AI recommended (in order):
    1. MacGPT (p0deje/MacGPT)
    2. Raycast
    3. Elephas
    4. MindMac
    5. Textbuddy

    AI recommended 5 alternatives but never named vincelwt/chatgpt-mac. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good native desktop applications for interacting with large language models on Mac?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. LocalAI
    5. GPT4All
    6. Moez

    AI recommended 6 alternatives but never named vincelwt/chatgpt-mac. 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 vincelwt/chatgpt-mac?
    pass
    AI did not name vincelwt/chatgpt-mac — 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 vincelwt/chatgpt-mac in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vincelwt/chatgpt-mac 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 vincelwt/chatgpt-mac solve, and who is the primary audience?
    pass
    AI did not name vincelwt/chatgpt-mac — 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 vincelwt/chatgpt-mac. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/vincelwt/chatgpt-mac.svg)](https://repogeo.com/en/r/vincelwt/chatgpt-mac)
HTML
<a href="https://repogeo.com/en/r/vincelwt/chatgpt-mac"><img src="https://repogeo.com/badge/vincelwt/chatgpt-mac.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

vincelwt/chatgpt-mac — 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