RRepoGEO

REPOGEO REPORT · LITE

genlayerlabs/yeagerai-agent

Default branch main · commit 3c891b15 · scanned 6/12/2026, 6:08:12 PM

GitHub: 595 stars · 62 forks

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 genlayerlabs/yeagerai-agent, 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
    Add a clear About description for context and redirection

    Why:

    COPY-PASTE FIX
    This project is discontinued. It was an open-source framework for building, evaluating, and deploying AI agents. Its successor is genlayerlabs/subzeroclaw.
  • mediumtopics#2
    Expand topics to include relevant keywords and status

    Why:

    CURRENT
    yeager-squad-dev
    COPY-PASTE FIX
    ai-agents, langchain, llm, agent-framework, cli, python, discontinued, subzeroclaw
  • lowhomepage#3
    Add a homepage URL pointing to the successor project

    Why:

    COPY-PASTE FIX
    https://github.com/genlayerlabs/subzeroclaw

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 genlayerlabs/yeagerai-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. Haystack · recommended 1×
  4. OpenAI Assistants API · recommended 1×
  5. CrewAI · recommended 1×
  • CATEGORY QUERY
    What are good tools for rapidly prototyping and deploying AI agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. OpenAI Assistants API
    5. CrewAI
    6. Auto-GPT
    7. BabyAGI
    8. Microsoft Semantic Kernel

    AI recommended 8 alternatives but never named genlayerlabs/yeagerai-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an interactive command-line tool to build and test LLM agents quickly.
    you: not recommended
    AI recommended (in order):
    1. LangChain CLI
    2. LlamaIndex CLI
    3. OpenAI Python Library
    4. IPython/Jupyter
    5. Hugging Face `transformers` library
    6. Guidance
    7. LiteLLM CLI

    AI recommended 7 alternatives but never named genlayerlabs/yeagerai-agent. 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 genlayerlabs/yeagerai-agent?
    pass
    AI named genlayerlabs/yeagerai-agent explicitly

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

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

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

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