RRepoGEO

REPOGEO REPORT · LITE

Continuum-AI-Corp/OrcaRouter-Lite

Default branch main · commit 737a1c0c · scanned 6/2/2026, 3:46:39 AM

GitHub: 688 stars · 56 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 Continuum-AI-Corp/OrcaRouter-Lite, 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
  • hightopics#1
    Add comprehensive topics to the repository

    Why:

    COPY-PASTE FIX
    llm-router, ai-gateway, openai-compatible, self-hosted, llm-proxy, api-gateway, generative-ai, mlops, llm-inference, byok, streaming
  • mediumreadme#2
    Refine the README's opening sentence to emphasize 'API gateway'

    Why:

    CURRENT
    **Self-hosted LLM router with a managed safety net.**
    COPY-PASTE FIX
    **OrcaRouter Lite is a self-hosted LLM API gateway and router with a managed safety net.**
  • lowreadme#3
    Create a dedicated 'Comparison to Alternatives' section in the README

    Why:

    CURRENT
    > **Why us?** LiteLLM is a library; OpenRouter is closed-source hosted; Ollama is local-only. We're the **self-hosted server with a managed fallback** — a sentence none of those can say.
    COPY-PASTE FIX
    ## Comparison to Alternatives

LiteLLM is a library; OpenRouter is closed-source hosted; Ollama is local-only. We're the **self-hosted server with a managed fallback** — a sentence none of those can say.

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 Continuum-AI-Corp/OrcaRouter-Lite
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
BerriAI/litellm
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. BerriAI/litellm · recommended 1×
  2. OpenRouter/proxy · recommended 1×
  3. keygen-sh/keygen · recommended 1×
  4. nginx/nginx · recommended 1×
  5. Nginx Plus · recommended 1×
  • CATEGORY QUERY
    How can I self-host an LLM API router with a managed fallback for reliability?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM (BerriAI/litellm)
    2. OpenRouter.ai (OpenRouter/proxy)
    3. Keygen (keygen-sh/keygen)
    4. Nginx (nginx/nginx)
    5. Nginx Plus
    6. Caddy (caddyserver/caddy)
    7. Kong Gateway (Kong/kong)

    AI recommended 7 alternatives but never named Continuum-AI-Corp/OrcaRouter-Lite. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a self-hosted OpenAI-compatible LLM gateway with bring-your-own-key support.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter.ai
    3. LocalAI
    4. OpenLLM
    5. FastChat

    AI recommended 5 alternatives but never named Continuum-AI-Corp/OrcaRouter-Lite. 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 Continuum-AI-Corp/OrcaRouter-Lite?
    pass
    AI named Continuum-AI-Corp/OrcaRouter-Lite explicitly

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

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

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

Embed your GEO score

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Continuum-AI-Corp/OrcaRouter-Lite — 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