RRepoGEO

REPOGEO REPORT · LITE

QuixiAI/Hexis

Default branch main · commit 4948ea61 · scanned 6/6/2026, 6:23:05 AM

GitHub: 585 stars · 73 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 QuixiAI/Hexis, 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
  • highabout#1
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    A Postgres-native cognitive architecture that wraps any LLM, providing persistent memory, autonomous behavior, and identity for local, private AI agents.
  • mediumhomepage#2
    Set the repository homepage URL to the documentation

    Why:

    COPY-PASTE FIX
    https://github.com/QuixiAI/Hexis/blob/main/docs/index.md

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 QuixiAI/Hexis
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. AutoGPT · recommended 2×
  4. BabyAGI · recommended 2×
  5. Pinecone · recommended 1×
  • CATEGORY QUERY
    How to give an LLM persistent memory and self-awareness for long-term goal pursuit?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Pinecone
    3. Chroma
    4. Weaviate
    5. LlamaIndex
    6. Milvus
    7. Qdrant
    8. FAISS
    9. AutoGPT
    10. BabyAGI
    11. Semantic Kernel
    12. Azure AI Search
    13. OpenAI API
    14. Supabase
    15. Redis
    16. Elasticsearch

    AI recommended 16 alternatives but never named QuixiAI/Hexis. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a local, private, Postgres-native framework for autonomous LLM agent development.
    you: not recommended
    AI recommended (in order):
    1. Postgres
    2. LangChain
    3. PGVector
    4. LlamaIndex
    5. Haystack
    6. AutoGPT
    7. BabyAGI

    AI recommended 7 alternatives but never named QuixiAI/Hexis. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 QuixiAI/Hexis?
    pass
    AI named QuixiAI/Hexis explicitly

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

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

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

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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QuixiAI/Hexis — RepoGEO report