RRepoGEO

REPOGEO REPORT · LITE

sixgpt/miner

Default branch main · commit 182c3a77 · scanned 6/6/2026, 3:47:30 PM

GitHub: 611 stars · 152 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 sixgpt/miner, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    decentralized-ai, synthetic-data, data-mining, cryptocurrency, rewards, vana-network, machine-learning, web3
  • highlicense#2
    Create a LICENSE file in the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • highreadme#3
    Strengthen the README's opening sentence for better AI categorization

    Why:

    CURRENT
    # SixGPT Miner
This is the official SixGPT miner.
    COPY-PASTE FIX
    # SixGPT Miner
This is the official SixGPT miner, enabling users to earn cryptocurrency rewards by contributing synthetic data to the decentralized SixGPT network on Vana.

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 sixgpt/miner
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
oceanprotocol/contracts
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. oceanprotocol/contracts · recommended 1×
  2. fetchai/fetch-ai-ledger · recommended 1×
  3. singnet/platform-contracts · recommended 1×
  4. numerai/numerapi · recommended 1×
  5. DataLakeDAO/DataLake · recommended 1×
  • CATEGORY QUERY
    How can I earn cryptocurrency by contributing data to decentralized AI networks?
    you: not recommended
    AI recommended (in order):
    1. Ocean Protocol (oceanprotocol/contracts)
    2. Fetch.ai (fetchai/fetch-ai-ledger)
    3. SingularityNET (singnet/platform-contracts)
    4. Numerai (numerai/numerapi)
    5. Data Lake (DataLakeDAO/DataLake)
    6. Phala Network (Phala-Network/phala-blockchain)

    AI recommended 6 alternatives but never named sixgpt/miner. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are platforms for generating synthetic data and earning rewards for contributions?
    you: not recommended
    AI recommended (in order):
    1. Synthetix (Synthetixio/synthetix)
    2. Ocean Protocol (oceanprotocol/ocean.js)
    3. Humata
    4. DataGen
    5. Mostly AI
    6. Syntho
    7. Turing

    AI recommended 7 alternatives but never named sixgpt/miner. 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 sixgpt/miner?
    pass
    AI named sixgpt/miner explicitly

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

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

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

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