RRepoGEO

REPOGEO REPORT · LITE

zylos-ai/zylos-core

Default branch main · commit bd38923e · scanned 5/29/2026, 1:32:53 PM

GitHub: 1,175 stars · 124 forks

AI VISIBILITY SCORE
33 /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
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 zylos-ai/zylos-core, 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 and introductory paragraph to specify category

    Why:

    CURRENT
    # Zylos

> **Zylos** (/ˈzaɪ.lɒs/ 赛洛丝) — Give your AI a life

### Give your AI a life.
    COPY-PASTE FIX
    # Zylos: Open-Source Agent Infrastructure for Self-Evolving AI Teams

> **Zylos** (/ˈzaɪ.lɒs/ 赛洛丝) — Give your AI a life

### Zylos is an open-source framework that provides the core infrastructure for building and deploying self-evolving AI agents capable of persistent memory, scheduled tasks, and seamless team collaboration.
  • mediumreadme#2
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Comparison with other AI Agent Frameworks' or 'Why Zylos?' that briefly outlines how Zylos differs from or complements tools like LangChain, LlamaIndex, AutoGPT, or CrewAI, focusing on its unique strengths (e.g., emphasis on team collaboration, self-evolving capabilities, specific memory/scheduler features).
  • mediumtopics#3
    Add more specific framework-related topics

    Why:

    CURRENT
    ai, ai-worker, own-your-data, personal-ai-assistant, self-evolving, team-collaboration
    COPY-PASTE FIX
    ai, ai-worker, own-your-data, personal-ai-assistant, self-evolving, team-collaboration, ai-framework, agent-framework, llm-agents

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 zylos-ai/zylos-core
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. Redis · recommended 1×
  4. PostgreSQL · recommended 1×
  5. Celery · recommended 1×
  • CATEGORY QUERY
    How to build an AI assistant with persistent memory and scheduled tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Redis
    3. PostgreSQL
    4. Celery
    5. Apache Airflow
    6. OpenAI GPT-4
    7. Anthropic Claude
    8. Google Gemini
    9. Microsoft Semantic Kernel
    10. Azure Cosmos DB
    11. Azure SQL Database
    12. Azure Logic Apps
    13. Azure Functions
    14. LlamaIndex
    15. Pinecone
    16. Chroma
    17. Weaviate
    18. APScheduler
    19. Cron
    20. MongoDB
    21. Node-schedule
    22. Voiceflow
    23. Botpress
    24. Zapier
    25. Make

    AI recommended 25 alternatives but never named zylos-ai/zylos-core. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source framework to deploy self-evolving AI agents for team collaboration.
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. LangChain
    3. LlamaIndex
    4. OpenAI's Function Calling
    5. Haystack
    6. AgentVerse
    7. BabyAGI

    AI recommended 7 alternatives but never named zylos-ai/zylos-core. 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 zylos-ai/zylos-core?
    pass
    AI did not name zylos-ai/zylos-core — 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 zylos-ai/zylos-core in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zylos-ai/zylos-core 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 zylos-ai/zylos-core solve, and who is the primary audience?
    pass
    AI named zylos-ai/zylos-core explicitly

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

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zylos-ai/zylos-core — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite