RRepoGEO

REPOGEO REPORT · LITE

diegosouzapw/OmniRoute

Default branch main · commit 34e62d87 · scanned 5/22/2026, 11:36:28 PM

GitHub: 5,159 stars · 882 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
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 diegosouzapw/OmniRoute, 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 README's opening to explicitly state it's an AI gateway, not a generic web router

    Why:

    CURRENT
    The most complete open-source AI proxy — **one endpoint**, **160+ providers**, **13 routing strategies**, zero downtime. Multi-platform: **Web**, **Desktop (Electron)**, **Mobile (PWA + Termux)**. Fully extensible via **MCP Server (37 tools)**, **A2A Protocol**, and **Memory/Skills** systems. Available in **40+ languages**.
    COPY-PASTE FIX
    OmniRoute is *not* a generic web router. It is the most complete open-source **AI gateway and proxy** — providing **one endpoint** for **160+ providers**, **13 routing strategies**, and zero downtime for all your AI needs. Multi-platform: **Web**, **Desktop (Electron)**, **Mobile (PWA + Termux)**. Fully extensible via **MCP Server (37 tools)**, **A2A Protocol**, and **Memory/Skills** systems. Available in **40+ languages**.
  • mediumtopics#2
    Add more specific topics for LLM routing, proxying, and optimization

    Why:

    CURRENT
    a2a, ai-agents, ai-gateway, anthropic, claude, claude-code, cline, codex, copilot, cursor, deepseek, free-ai, gemini, gemini-cli, llm-gateway, mcp, openai, openai-proxy, qwen, token-saver
    COPY-PASTE FIX
    a2a, ai-agents, ai-gateway, anthropic, claude, claude-code, cline, codex, copilot, cursor, deepseek, free-ai, gemini, gemini-cli, llm-gateway, mcp, openai, openai-proxy, qwen, token-saver, llm-routing, ai-proxy, intelligent-fallback, token-optimization
  • lowreadme#3
    Relocate or remove prominent affiliate offer from README's top section

    Why:

    CURRENT
    <a href="https://agentrouter.org/register?aff=70LM">
  
</a>

<sub>🔥 <b>Limited offer:</b> Sign up at <a href="https://agentrouter.org/register?aff=70LM"><b>AgentRouter</b></a> and get <b>$100 in free AI credits</b></br> Access GPT-5, Claude, Gemini, DeepSeek & 100+ models. No credit card required. <a href="https://agentrouter.org/register?aff=70LM"><b>Claim your credits →</b></a></sub>
    COPY-PASTE FIX
    Remove the entire block containing the 'Limited offer: Sign up at AgentRouter' from the top section of the README, or move it to a dedicated 'Sponsors' or 'Related Offers' section much further down.

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 diegosouzapw/OmniRoute
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. OpenRouter.ai · recommended 1×
  3. LangChain · recommended 1×
  4. Guidance · recommended 1×
  5. Vellum · recommended 1×
  • CATEGORY QUERY
    How to route AI requests to multiple LLMs with intelligent fallback and token optimization?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter.ai
    3. LangChain
    4. Guidance
    5. Vellum
    6. Portkey.ai
    7. FastAPI
    8. Express.js

    AI recommended 8 alternatives but never named diegosouzapw/OmniRoute. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source proxy to unify access for various AI coding assistants and free models.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM (BerriAI/litellm)
    2. OpenAI Proxy
    3. LocalAI (go-skynet/LocalAI)
    4. Ollama (ollama/ollama)
    5. Nginx (nginx/nginx)

    AI recommended 5 alternatives but never named diegosouzapw/OmniRoute. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 diegosouzapw/OmniRoute?
    pass
    AI named diegosouzapw/OmniRoute explicitly

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

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

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

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diegosouzapw/OmniRoute — 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