RRepoGEO

REPOGEO REPORT · LITE

xianyu110/awesome-openclaw-tutorial

Default branch main · commit 934fbff3 · scanned 5/10/2026, 5:07:45 AM

GitHub: 4,373 stars · 649 forks

AI VISIBILITY SCORE
20 /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
0 / 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 xianyu110/awesome-openclaw-tutorial, 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 H1 to explicitly mention 'AI Agent'

    Why:

    CURRENT
    # 🦞 Awesome OpenClaw Tutorial
    COPY-PASTE FIX
    # 🦞 Awesome OpenClaw AI Agent Tutorial
  • hightopics#2
    Add broader AI-related topics

    Why:

    CURRENT
    openclaw, openclaw-skills
    COPY-PASTE FIX
    openclaw, openclaw-skills, ai-agents, llm, generative-ai, ai-assistant, automation
  • mediumreadme#3
    Clarify the repository's license in the README

    Why:

    COPY-PASTE FIX
    ## 📄 License

本教程内容遵循 [LICENSE 文件中指定的许可协议] 发布。

(This tutorial content is released under the license(s) specified in the LICENSE file.)

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 xianyu110/awesome-openclaw-tutorial
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. Pinecone · recommended 2×
  4. Weaviate · recommended 2×
  5. Chroma · recommended 2×
  • CATEGORY QUERY
    Looking for a comprehensive guide to build and configure an AI work assistant.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI API
    4. Azure OpenAI Service
    5. Hugging Face Transformers
    6. Hugging Face Inference API
    7. Pinecone
    8. Weaviate
    9. Chroma
    10. Streamlit
    11. Gradio
    12. Docker
    13. Kubernetes

    AI recommended 13 alternatives but never named xianyu110/awesome-openclaw-tutorial. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to implement intelligent automation with AI agents, including practical examples and troubleshooting?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft AutoGen
    4. Haystack
    5. CrewAI
    6. OpenAI Assistants API
    7. Google Cloud Vertex AI Agent Builder
    8. OpenAI GPT-4
    9. GPT-3.5 Turbo
    10. Anthropic Claude 3 Opus
    11. Sonnet
    12. Google Gemini
    13. Mistral Large
    14. Mixtral 8x7B
    15. Google Search API
    16. DuckDuckGo
    17. SerpAPI
    18. SQLAlchemy
    19. MongoDB
    20. Elasticsearch
    21. Salesforce
    22. SAP
    23. Google Calendar API
    24. Outlook Calendar API
    25. Gmail API
    26. Pinecone
    27. Chroma
    28. Weaviate
    29. Qdrant
    30. AWS Lambda
    31. Google Cloud Run
    32. Azure Functions
    33. Docker
    34. Kubernetes
    35. FastAPI
    36. Flask
    37. Django

    AI recommended 37 alternatives but never named xianyu110/awesome-openclaw-tutorial. 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 xianyu110/awesome-openclaw-tutorial?
    pass
    AI did not name xianyu110/awesome-openclaw-tutorial — likely talking about a different project

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

  • If a team adopts xianyu110/awesome-openclaw-tutorial in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name xianyu110/awesome-openclaw-tutorial — likely talking about a different project

    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 xianyu110/awesome-openclaw-tutorial solve, and who is the primary audience?
    pass
    AI did not name xianyu110/awesome-openclaw-tutorial — likely talking about a different project

    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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xianyu110/awesome-openclaw-tutorial — 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