RRepoGEO

REPOGEO REPORT · LITE

automazeio/vibeproxy

Default branch main · commit e00c5047 · scanned 5/19/2026, 4:06:58 PM

GitHub: 2,792 stars · 194 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 automazeio/vibeproxy, 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
    Clarify the README's opening sentence to emphasize macOS app and AI subscriptions

    Why:

    CURRENT
    Stop paying twice for AI. VibeProxy is a beautiful native macOS menu bar app that lets you use your existing Claude Code, ChatGPT, Gemini, Kimi, Qwen, Antigravity, and Z.AI GLM subscriptions with powerful AI coding tools like Factory Droids.
    COPY-PASTE FIX
    VibeProxy is a native macOS menu bar app that unifies your existing Claude Code, ChatGPT, and other AI subscriptions with local AI coding tools, so you stop paying twice for AI.
  • hightopics#2
    Update repository topics to accurately reflect macOS app and AI subscription management

    Why:

    CURRENT
    claude-code, claudecode, cli-proxy, codex, factory-droids, gpt-5-codex
    COPY-PASTE FIX
    macos-app, menu-bar-app, ai-coding-assistant, ai-proxy, claude-code, chatgpt, ai-subscriptions, developer-tools, factory-droids, codex
  • mediumhomepage#3
    Add the official project homepage URL

    Why:

    COPY-PASTE FIX
    https://automaze.io

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 automazeio/vibeproxy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 1×
  2. VS Code · recommended 1×
  3. CodeGPT · recommended 1×
  4. Continue · recommended 1×
  5. GitHub Copilot Chat · recommended 1×
  • CATEGORY QUERY
    How can I use my existing AI chat subscriptions with local coding assistants on macOS?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. VS Code
    3. CodeGPT
    4. Continue
    5. GitHub Copilot Chat
    6. IntelliJ IDEA
    7. PyCharm
    8. AI Assistant
    9. Ollama
    10. LM Studio

    AI recommended 10 alternatives but never named automazeio/vibeproxy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to unify access to multiple AI model subscriptions for developer tools, avoiding double payments.
    you: not recommended
    AI recommended (in order):
    1. OpenRouter
    2. LiteLLM
    3. Portkey.ai
    4. Helicone.ai
    5. Azure AI Studio
    6. Google Cloud Vertex AI

    AI recommended 6 alternatives but never named automazeio/vibeproxy. 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 automazeio/vibeproxy?
    pass
    AI named automazeio/vibeproxy explicitly

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

  • If a team adopts automazeio/vibeproxy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named automazeio/vibeproxy 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 automazeio/vibeproxy solve, and who is the primary audience?
    pass
    AI named automazeio/vibeproxy explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite