RRepoGEO

REPOGEO REPORT · LITE

lonr-6/cc-desktop-switch

Default branch main · commit daac3b26 · scanned 6/10/2026, 11:02:07 PM

GitHub: 739 stars · 58 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
35 /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
3 / 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 lonr-6/cc-desktop-switch, 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

2 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:

    CURRENT
    (none)
    COPY-PASTE FIX
    claude-desktop, ai-providers, llm-management, desktop-app, deepseek, kimi, zhipu-glm, bailian, anthropic-api, windows, macos
  • mediumreadme#2
    Reinforce that it's a user-facing desktop application, not a developer library

    Why:

    CURRENT
    CC Desktop Switch is a lightweight desktop app for the official Claude Desktop client. It lets you manage third-party Anthropic-compatible API providers such as DeepSeek, Kimi, Zhipu GLM, Alibaba Cloud Bailian, and Xiaomi MiMo, then apply the right Claude Desktop 3P configuration with one click.
    COPY-PASTE FIX
    CC Desktop Switch is a lightweight, user-friendly desktop application designed for the official Claude Desktop client. It provides a simple graphical interface for regular desktop users to manage third-party Anthropic-compatible API providers such as DeepSeek, Kimi, Zhipu GLM, Alibaba Cloud Bailian, and Xiaomi MiMo, and apply the right Claude Desktop 3P configuration with one click.

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 lonr-6/cc-desktop-switch
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LiteLLM
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LiteLLM · recommended 1×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. OpenAI Python Client · recommended 1×
  5. Instructor · recommended 1×
  • CATEGORY QUERY
    How can I easily switch between different large language model providers in a desktop AI application?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. LangChain
    3. LlamaIndex
    4. OpenAI Python Client
    5. Instructor
    6. Hugging Face Transformers

    AI recommended 6 alternatives but never named lonr-6/cc-desktop-switch. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a desktop utility to manage and configure various third-party AI service APIs.
    you: not recommended
    AI recommended (in order):
    1. Insomnia (Kong/insomnia)
    2. Postman
    3. Paw
    4. Hoppscotch (hoppscotch/hoppscotch)
    5. RapidAPI Client
    6. requests (psf/requests)
    7. axios (axios/axios)

    AI recommended 7 alternatives but never named lonr-6/cc-desktop-switch. 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 lonr-6/cc-desktop-switch?
    pass
    AI named lonr-6/cc-desktop-switch explicitly

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

  • If a team adopts lonr-6/cc-desktop-switch in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lonr-6/cc-desktop-switch 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 lonr-6/cc-desktop-switch solve, and who is the primary audience?
    pass
    AI named lonr-6/cc-desktop-switch explicitly

    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 lonr-6/cc-desktop-switch. 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/lonr-6/cc-desktop-switch.svg)](https://repogeo.com/en/r/lonr-6/cc-desktop-switch)
HTML
<a href="https://repogeo.com/en/r/lonr-6/cc-desktop-switch"><img src="https://repogeo.com/badge/lonr-6/cc-desktop-switch.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

lonr-6/cc-desktop-switch — 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