RRepoGEO

REPOGEO REPORT · LITE

baidubce/app-builder

Default branch master · commit 76a7316c · scanned 6/3/2026, 2:02:10 AM

GitHub: 583 stars · 143 forks

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 baidubce/app-builder, 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
    Add a concise, general-purpose opening sentence to the README

    Why:

    CURRENT
    百度智能云千帆AppBuilder-SDK是百度智能云千帆AppBuilder面向AI原生应用开发者提供的一站式开发平台的客户端SDK。
    COPY-PASTE FIX
    AppBuilder-SDK是一个强大的Python SDK，旨在帮助开发者快速构建和部署AI原生应用，特别是产业级RAG应用和复杂的LLM工作流。它是百度智能云千帆AppBuilder面向AI原生应用开发者提供的一站式开发平台的客户端SDK。
  • mediumtopics#2
    Add more specific topics for LLM frameworks and RAG SDKs

    Why:

    CURRENT
    agent, ai-native, appbuilder, assistant-api, erniebot, large-language-models, llm, llms, qianfan, rag
    COPY-PASTE FIX
    agent, ai-native, appbuilder, assistant-api, erniebot, large-language-models, llm, llm-framework, llm-orchestration, llm-sdk, qianfan, rag, rag-framework, rag-sdk
  • lowreadme#3
    Add a 'Why choose AppBuilder-SDK?' section to highlight its unique value

    Why:

    COPY-PASTE FIX
    ### 为什么选择AppBuilder-SDK？
AppBuilder-SDK专为希望充分利用百度智能云千帆平台和ERNIE Bot大模型能力的开发者设计，提供深度优化的集成体验和丰富的百度生态组件，助力您快速构建高性能、可扩展的AI原生应用。

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 baidubce/app-builder
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LlamaIndex
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LlamaIndex · recommended 2×
  2. LangChain · recommended 2×
  3. Haystack · recommended 2×
  4. sentence-transformers · recommended 1×
  5. Faiss · recommended 1×
  • CATEGORY QUERY
    How can I build a robust RAG application with custom knowledge bases and LLM integration?
    you: not recommended
    AI recommended (in order):
    1. LlamaIndex
    2. LangChain
    3. Haystack
    4. sentence-transformers
    5. Faiss
    6. Annoy
    7. transformers
    8. openai (library)
    9. Gradio
    10. Streamlit
    11. Weaviate
    12. Pinecone
    13. Qdrant
    14. OpenAI API
    15. Azure OpenAI Service
    16. Anthropic Claude API
    17. Google Gemini API

    AI recommended 17 alternatives but never named baidubce/app-builder. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an SDK to orchestrate complex LLM workflows and deploy AI native applications.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. OpenAI Assistants API
    5. Microsoft Semantic Kernel
    6. LiteLLM
    7. Guidance

    AI recommended 7 alternatives but never named baidubce/app-builder. 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 baidubce/app-builder?
    pass
    AI named baidubce/app-builder explicitly

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

  • If a team adopts baidubce/app-builder in production, what risks or prerequisites should they evaluate first?
    pass
    AI named baidubce/app-builder 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 baidubce/app-builder solve, and who is the primary audience?
    pass
    AI named baidubce/app-builder 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite