RRepoGEO

REPOGEO REPORT · LITE

BlockRunAI/ClawRouter

Default branch main · commit 937825a6 · scanned 5/8/2026, 12:02:56 PM

GitHub: 6,476 stars · 587 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 BlockRunAI/ClawRouter, 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 opening to explicitly state "agent-native LLM router"

    Why:

    CURRENT
    Agents can't sign up for accounts. Agents can't enter credit cards.<br> Agents can only sign transactions.<br><br> <strong>ClawRouter is the only LLM router that lets agents operate independently.</strong><br><br> <em>10 models free, no crypto required. No signup. No API key. No credit card.</em>
    COPY-PASTE FIX
    ClawRouter is the agent-native LLM router for OpenClaw, designed specifically for autonomous agents. Agents can't sign up for accounts or enter credit cards; they can only sign transactions. ClawRouter is the only LLM router that lets agents operate independently, offering 41+ models, <1ms routing, and USDC payments on Base & Solana via x402.
  • mediumhomepage#2
    Add homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://openclaw.ai
  • mediumreadme#3
    Add a "ClawRouter vs. X" comparison section to the README

    Why:

    CURRENT
    The README's "Why ClawRouter exists" section focuses on the problem agents face, not a direct comparison to other LLM routers.
    COPY-PASTE FIX
    Add a new section titled "Why ClawRouter? (vs. LiteLLM, OpenRouter.ai, etc.)" that explicitly highlights ClawRouter's differentiators like agent-native design, wallet-based authentication, and USDC micropayments via x402.

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 BlockRunAI/ClawRouter
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. Instructor · recommended 1×
  5. BERT · recommended 1×
  • CATEGORY QUERY
    How to intelligently route LLM requests for AI agents to minimize API costs?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter.ai
    3. LangChain
    4. Instructor
    5. BERT
    6. scikit-learn
    7. Guardrails AI

    AI recommended 7 alternatives but never named BlockRunAI/ClawRouter. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an LLM routing solution that supports crypto micropayments and wallet-based authentication.
    you: not recommended
    AI recommended (in order):
    1. Lit Protocol
    2. Helium Network
    3. Superfluid Protocol
    4. OpenNode
    5. WalletConnect
    6. Ethers.js
    7. Chainlink Functions
    8. Moralis

    AI recommended 8 alternatives but never named BlockRunAI/ClawRouter. 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 BlockRunAI/ClawRouter?
    pass
    AI named BlockRunAI/ClawRouter explicitly

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

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

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

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BlockRunAI/ClawRouter — 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