RRepoGEO

REPOGEO REPORT · LITE

statespace-tech/statespace

Default branch main · commit 0ef5d9c8 · scanned 6/13/2026, 3:21:24 PM

GitHub: 876 stars · 68 forks

AI VISIBILITY SCORE
40 /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
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 statespace-tech/statespace, 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 README opening to clarify core purpose for AI agents and RAG

    Why:

    CURRENT
    Website: https://statespace.comSearch Markdown and .txt pages from llms.txt sites. Available as a CLI, SDK, MCP server, and agent skill.
    COPY-PASTE FIX
    Statespace is a specialized search engine for the agentic web, designed to power AI agents and Retrieval-Augmented Generation (RAG) applications. It efficiently searches and indexes Markdown and text files from `llms.txt` sites, offering capabilities as a CLI, SDK, MCP server, and agent skill.
  • mediumreadme#2
    Add a 'Why Statespace?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Statespace?

Statespace differentiates itself by focusing specifically on the 'agentic web' and providing a complete solution for searching and indexing diverse documentation and text files for AI agents and RAG. Unlike general LLM frameworks, Statespace offers a dedicated search engine with advanced query syntax, and unlike vector databases, it provides the full stack from indexing to retrieval, tailored for agentic workflows.
  • lowtopics#3
    Refine repository topics for broader relevance and specificity

    Why:

    CURRENT
    agent, ai, api, cli, developer-tools, documentation, information-retrieval, llms-txt, markdown, mcp, rag, sdk, search, search-engine
    COPY-PASTE FIX
    agent, ai, api, cli, developer-tools, documentation, information-retrieval, llms-txt, markdown, rag, sdk, search, search-engine, retrieval-augmented-generation, documentation-search, agentic-ai

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 statespace-tech/statespace
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. OpenAI's GPT-4 · recommended 1×
  3. Anthropic's Claude 3 Opus · recommended 1×
  4. Google Search API · recommended 1×
  5. Brave Search API · recommended 1×
  • CATEGORY QUERY
    How to build an AI agent that can search and retrieve information across multiple websites?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. OpenAI's GPT-4
    3. Anthropic's Claude 3 Opus
    4. Google Search API
    5. Brave Search API
    6. LlamaIndex
    7. Scrapy
    8. OpenAI API
    9. Beautiful Soup
    10. Requests
    11. SerpApi
    12. You.com API
    13. Perplexity AI API

    AI recommended 13 alternatives but never named statespace-tech/statespace. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for searching and indexing markdown documentation and text files for LLM RAG applications?
    you: not recommended
    AI recommended (in order):
    1. Chroma DB (chroma-core/chroma)
    2. Weaviate (weaviate/weaviate)
    3. Elasticsearch (elastic/elasticsearch)
    4. Pinecone
    5. Qdrant (qdrant/qdrant)
    6. FAISS (facebookresearch/faiss)
    7. Milvus (milvus-io/milvus)

    AI recommended 7 alternatives but never named statespace-tech/statespace. 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 statespace-tech/statespace?
    pass
    AI named statespace-tech/statespace explicitly

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

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

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

Embed your GEO score

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