RRepoGEO

REPOGEO REPORT · LITE

neural-maze/agentic-patterns-course

Default branch main · commit 9c4b70a3 · scanned 5/14/2026, 8:02:57 PM

GitHub: 1,718 stars · 324 forks

AI VISIBILITY SCORE
28 /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
2 / 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 neural-maze/agentic-patterns-course, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's main heading to clarify its purpose as a course/tutorial

    Why:

    CURRENT
    <h1 align="center">Agentic Patterns</h1>
<h3 align="center">Implementing the agentic patterns using Groq</h3>
    COPY-PASTE FIX
    <h1 align="center">Agentic Patterns Course: Implementing from Scratch with Groq</h1>
<h3 align="center">A hands-on tutorial for building robust AI agents without complex frameworks</h3>
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://www.deeplearning.ai/the-batch/articles/the-four-agentic-patterns-you-need-to-know/

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 neural-maze/agentic-patterns-course
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Anthropic Claude API · recommended 1×
  3. Google Gemini API · recommended 1×
  4. Mistral AI API · recommended 1×
  5. Perplexity AI API · recommended 1×
  • CATEGORY QUERY
    How can I implement fundamental AI agent patterns using basic API calls, avoiding complex libraries?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Anthropic Claude API
    3. Google Gemini API
    4. Mistral AI API
    5. Perplexity AI API

    AI recommended 5 alternatives but never named neural-maze/agentic-patterns-course. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking examples for building multi-agent systems and planning capabilities with direct LLM API access.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. AutoGPT
    4. CrewAI
    5. Microsoft AutoGen
    6. Haystack

    AI recommended 6 alternatives but never named neural-maze/agentic-patterns-course. 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 neural-maze/agentic-patterns-course?
    pass
    AI did not name neural-maze/agentic-patterns-course — 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 neural-maze/agentic-patterns-course in production, what risks or prerequisites should they evaluate first?
    pass
    AI named neural-maze/agentic-patterns-course 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 neural-maze/agentic-patterns-course solve, and who is the primary audience?
    pass
    AI named neural-maze/agentic-patterns-course explicitly

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

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