RRepoGEO

REPOGEO REPORT · LITE

9j/claude-code-mux

Default branch main · commit f3f5fd7a · scanned 6/12/2026, 1:46:53 PM

GitHub: 515 stars · 62 forks

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 9j/claude-code-mux, 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's opening paragraph to clearly state its function as an AI routing proxy

    Why:

    CURRENT
    OpenRouter met Claude Code Router. They had a baby.

Now your coding assistant can use GLM 4.6 for one task, Kimi K2 Thinking for another, and Minimax M2 for a third. All in the same session. When your primary provider goes down, it falls back to your backup automatically.
    COPY-PASTE FIX
    Claude Code Mux is a high-performance, Rust-powered **AI routing proxy** that unifies access to **15+ AI providers** (Anthropic, OpenAI, Cerebras, Minimax, Kimi, etc.). It provides intelligent model routing, automatic failover, and priority-based request management, allowing your applications to seamlessly leverage diverse AI models and ensure continuous operation even if a primary provider goes down. Designed with full Anthropic API compatibility, it extends Claude Code workflows to a multi-provider ecosystem.
  • hightopics#2
    Add specific AI infrastructure and proxy-related topics

    Why:

    CURRENT
    ai, anthropic, claude-code, claude-code-router, openai
    COPY-PASTE FIX
    ai, anthropic, openai, llm, proxy, routing, failover, load-balancing, api-gateway, rust, multi-model
  • mediumhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/9j/claude-code-mux

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 9j/claude-code-mux
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
envoyproxy/envoy
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. envoyproxy/envoy · recommended 2×
  2. haproxy/haproxy · recommended 2×
  3. NGINX Plus · recommended 2×
  4. nginx/nginx · recommended 1×
  5. traefik/traefik · recommended 1×
  • CATEGORY QUERY
    How to implement intelligent routing and automatic failover for multiple AI services?
    you: not recommended
    AI recommended (in order):
    1. Envoy Proxy (envoyproxy/envoy)
    2. HAProxy (haproxy/haproxy)
    3. NGINX Plus
    4. NGINX (nginx/nginx)

    AI recommended 4 alternatives but never named 9j/claude-code-mux. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a high-performance proxy to unify and manage requests across various AI models.
    you: not recommended
    AI recommended (in order):
    1. Envoy Proxy (envoyproxy/envoy)
    2. NGINX Plus
    3. HAProxy (haproxy/haproxy)
    4. Traefik Proxy (traefik/traefik)
    5. Kong Gateway (Kong/kong)
    6. Caddy (caddyserver/caddy)

    AI recommended 6 alternatives but never named 9j/claude-code-mux. 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 9j/claude-code-mux?
    pass
    AI named 9j/claude-code-mux explicitly

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

  • If a team adopts 9j/claude-code-mux in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 9j/claude-code-mux 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 9j/claude-code-mux solve, and who is the primary audience?
    pass
    AI named 9j/claude-code-mux 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
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