RRepoGEO

REPOGEO REPORT · LITE

GaiaNet-AI/gaianet-node

Default branch main · commit 7f516b92 · scanned 6/23/2026, 12:12:15 PM

GitHub: 5,027 stars · 332 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 GaiaNet-AI/gaianet-node, 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 to specify the core service

    Why:

    CURRENT
    # Run your own GaiaNet node
    COPY-PASTE FIX
    # GaiaNet Node: Run Your Own Decentralized AI Agent Service
  • mediumtopics#2
    Add more specific topics for local and web3 AI agent deployment

    Why:

    CURRENT
    agentic-ai, agentic-framework, ai, ai-agents, chatbot, decentralized, ethereum, hacktoberfest, hacktoberfest-accepted, machine-learning, mcp, ml, web3
    COPY-PASTE FIX
    agentic-ai, agentic-framework, ai, ai-agents, chatbot, decentralized, ethereum, hacktoberfest, hacktoberfest-accepted, machine-learning, mcp, ml, web3, local-ai-agents, p2p-ai, ai-agent-deployment, web3-ai
  • lowreadme#3
    Add a 'Why GaiaNet Node?' section to clarify differentiation

    Why:

    COPY-PASTE FIX
    ## Why GaiaNet Node?
GaiaNet Node is distinct from local LLM runners (like Llama.cpp or Ollama) and general AI frameworks (like LangChain). We focus on providing a decentralized, peer-to-peer network specifically for hosting and running autonomous AI agents, enabling true web3-compatible AI services.

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 GaiaNet-AI/gaianet-node
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Llama.cpp
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Llama.cpp · recommended 1×
  2. Ollama · recommended 1×
  3. PrivateGPT · recommended 1×
  4. LangChain · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    How can I set up a personal decentralized AI agent service locally?
    you: not recommended
    AI recommended (in order):
    1. Llama.cpp
    2. Ollama
    3. PrivateGPT
    4. LangChain
    5. LlamaIndex
    6. ChromaDB
    7. FAISS
    8. Autogen
    9. CrewAI
    10. Bittensor
    11. Fetch.ai
    12. Golem

    AI recommended 12 alternatives but never named GaiaNet-AI/gaianet-node. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a framework to deploy custom AI agents on a web3-compatible network.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Assistants API
    2. web3.js
    3. ethers.js
    4. Fetch.ai Agent Framework
    5. Autonolas
    6. SingularityNET
    7. IPFS
    8. Filecoin
    9. Ethereum
    10. Polygon
    11. Arbitrum
    12. BNB Smart Chain
    13. Hardhat
    14. Foundry

    AI recommended 14 alternatives but never named GaiaNet-AI/gaianet-node. 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 GaiaNet-AI/gaianet-node?
    pass
    AI named GaiaNet-AI/gaianet-node explicitly

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

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

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

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GaiaNet-AI/gaianet-node — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite