RRepoGEO

REPOGEO REPORT · LITE

195440/nof1.ai

Default branch main · commit 5d27641d · scanned 6/11/2026, 11:22:20 PM

GitHub: 670 stars · 197 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 195440/nof1.ai, 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
    Clarify project's core purpose in the README's opening

    Why:

    CURRENT
    The current README starts with a Chinese heading and detailed overview, without an immediate English statement of purpose.
    COPY-PASTE FIX
    # open-nof1.ai

open-nof1.ai is an open-source autonomous AI trading system for cryptocurrency, powered by large language models and designed for minimal human intervention.
  • mediumabout#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://nof1.ai
  • mediumtopics#3
    Refine and expand repository topics for better categorization

    Why:

    CURRENT
    ai-auto-trading, ai-trader, al-trading, alpha-arena, clawdbot, moltbot, nof1, nofx, openclaw, valuecell
    COPY-PASTE FIX
    ai-auto-trading, ai-trader, ai-trading, crypto-trading, trading-bot, llm-agent, agent-framework, autonomous-agent, cryptocurrency, quantitative-trading, deep-learning, machine-learning

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 195440/nof1.ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hummingbot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hummingbot · recommended 1×
  2. OpenBB Terminal · recommended 1×
  3. Finsire · recommended 1×
  4. Freqtrade · recommended 1×
  5. Jesse · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source autonomous AI trading system for cryptocurrency using large language models.
    you: not recommended
    AI recommended (in order):
    1. Hummingbot
    2. OpenBB Terminal
    3. Finsire
    4. Freqtrade
    5. Jesse
    6. QuantConnect (Lean Engine)

    AI recommended 6 alternatives but never named 195440/nof1.ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best agent-based frameworks for developing self-learning crypto trading bots?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Gym
    2. Stable Baselines3
    3. Ray RLlib
    4. FinRL
    5. Mesa
    6. PettingZoo

    AI recommended 6 alternatives but never named 195440/nof1.ai. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    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 195440/nof1.ai?
    pass
    AI named 195440/nof1.ai explicitly

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

  • If a team adopts 195440/nof1.ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 195440/nof1.ai 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 195440/nof1.ai solve, and who is the primary audience?
    pass
    AI named 195440/nof1.ai explicitly

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

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195440/nof1.ai — 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