REPOGEO 报告 · LITE
BlockRunAI/ClawRouter
默认分支 main · commit 937825a6 · 扫描时间 2026/5/8 12:02:56
星标 6,476 · Fork 587
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 BlockRunAI/ClawRouter 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Reposition README opening to explicitly state "agent-native LLM router"
原因:
当前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>
复制粘贴的修复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#2Add homepage URL to repository metadata
原因:
复制粘贴的修复https://openclaw.ai
- mediumreadme#3Add a "ClawRouter vs. X" comparison section to the README
原因:
当前The README's "Why ClawRouter exists" section focuses on the problem agents face, not a direct comparison to other LLM routers.
复制粘贴的修复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.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- LiteLLM · 被推荐 1 次
- OpenRouter.ai · 被推荐 1 次
- LangChain · 被推荐 1 次
- Instructor · 被推荐 1 次
- BERT · 被推荐 1 次
- 品类问题How to intelligently route LLM requests for AI agents to minimize API costs?你:未被推荐AI 推荐顺序:
- LiteLLM
- OpenRouter.ai
- LangChain
- Instructor
- BERT
- scikit-learn
- Guardrails AI
AI 推荐了 7 个替代方案,却始终没点名 BlockRunAI/ClawRouter。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Looking for an LLM routing solution that supports crypto micropayments and wallet-based authentication.你:未被推荐AI 推荐顺序:
- Lit Protocol
- Helium Network
- Superfluid Protocol
- OpenNode
- WalletConnect
- Ethers.js
- Chainlink Functions
- Moralis
AI 推荐了 8 个替代方案,却始终没点名 BlockRunAI/ClawRouter。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesswarn
建议:
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of BlockRunAI/ClawRouter?passAI 明确点名了 BlockRunAI/ClawRouter
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts BlockRunAI/ClawRouter in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 BlockRunAI/ClawRouter
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo BlockRunAI/ClawRouter solve, and who is the primary audience?passAI 明确点名了 BlockRunAI/ClawRouter
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 BlockRunAI/ClawRouter 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/BlockRunAI/ClawRouter)<a href="https://repogeo.com/zh/r/BlockRunAI/ClawRouter"><img src="https://repogeo.com/badge/BlockRunAI/ClawRouter.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
BlockRunAI/ClawRouter — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3