RRepoGEO

REPOGEO REPORT · LITE

adongwanai/AgentGuide

Default branch main · commit 0880180a · scanned 6/23/2026, 11:59:32 PM

GitHub: 6,185 stars · 614 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
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 adongwanai/AgentGuide, 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
  • highabout#1
    Refine the 'About' description to emphasize 'guide' and 'learning path'

    Why:

    CURRENT
    https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成
    COPY-PASTE FIX
    Comprehensive AI Agent development and LLM job interview guide, inspired by JavaGuide. Offers structured learning paths, LangGraph practice, advanced RAG, and interview prep for AI engineers.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    Set the repository homepage URL to https://adongwanai.github.io/AgentGuide in the GitHub repository settings.

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 adongwanai/AgentGuide
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. NumPy · recommended 1×
  4. Pandas · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    How to learn AI agent development and prepare for LLM job interviews?
    you: not recommended
    AI recommended (in order):
    1. NumPy
    2. Pandas
    3. OpenAI API
    4. Hugging Face Transformers
    5. LangChain
    6. LlamaIndex
    7. AutoGen
    8. CrewAI
    9. Pinecone
    10. Weaviate
    11. Chroma
    12. AWS
    13. SageMaker
    14. Lambda
    15. Google Cloud
    16. Vertex AI
    17. Azure
    18. Azure OpenAI Service

    AI recommended 18 alternatives but never named adongwanai/AgentGuide. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a comprehensive guide for building AI agents and advanced RAG systems.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. Microsoft Semantic Kernel
    5. OpenAI Assistants API
    6. AutoGPT
    7. BabyAGI

    AI recommended 7 alternatives but never named adongwanai/AgentGuide. 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 adongwanai/AgentGuide?
    pass
    AI named adongwanai/AgentGuide explicitly

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

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

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

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adongwanai/AgentGuide — 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