RRepoGEO

REPOGEO REPORT · LITE

samre12/deep-trading-agent

Default branch master · commit 58e6617f · scanned 6/7/2026, 4:32:46 AM

GitHub: 794 stars · 203 forks

AI VISIBILITY SCORE
28 /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
2 / 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 samre12/deep-trading-agent, 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 README's opening statement to emphasize its role as a complete solution

    Why:

    CURRENT
    Deep Reinforcement Learning based Trading Agent for Bitcoin using DeepSense Network for Q function approximation.
    COPY-PASTE FIX
    This repository presents a complete **Deep Reinforcement Learning based Trading Agent for Bitcoin**, leveraging a DeepSense Network for Q function approximation. It provides a ready-to-use framework for developing and deploying automated cryptocurrency trading strategies.
  • mediumhomepage#2
    Add a Homepage URL to improve metadata completeness

    Why:

    COPY-PASTE FIX
    https://github.com/samre12/deep-trading-agent
  • mediumtopics#3
    Expand topics to include broader solution categories

    Why:

    CURRENT
    agent, artificial-intelligence, bitcoin, deep-q-network, deep-reinforcement-learning, deep-sense, recurrent-neural-networks, trading
    COPY-PASTE FIX
    agent, artificial-intelligence, bitcoin, deep-q-network, deep-reinforcement-learning, deep-sense, recurrent-neural-networks, trading, algorithmic-trading, quantitative-finance, crypto-trading

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 samre12/deep-trading-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
TensorFlow
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. TensorFlow · recommended 2×
  2. PyTorch · recommended 2×
  3. Python · recommended 1×
  4. Keras · recommended 1×
  5. Pandas · recommended 1×
  • CATEGORY QUERY
    How can I build an automated trading agent for cryptocurrency using deep learning?
    you: not recommended
    AI recommended (in order):
    1. Python
    2. Keras
    3. TensorFlow
    4. Pandas
    5. NumPy
    6. Scikit-learn
    7. PyTorch
    8. Binance API
    9. CCXT
    10. Ta-Lib
    11. Backtrader
    12. Zipline
    13. Ray
    14. Dask
    15. MLflow
    16. Weights & Biases (W&B)

    AI recommended 16 alternatives but never named samre12/deep-trading-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking tools to implement a deep Q-network for automated Bitcoin trading.
    you: not recommended
    AI recommended (in order):
    1. PyTorch
    2. TensorFlow
    3. Stable Baselines3
    4. Ray RLlib
    5. TFLearn
    6. Keras-RL2

    AI recommended 6 alternatives but never named samre12/deep-trading-agent. 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 samre12/deep-trading-agent?
    pass
    AI did not name samre12/deep-trading-agent — likely talking about a different project

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

  • If a team adopts samre12/deep-trading-agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named samre12/deep-trading-agent 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 samre12/deep-trading-agent solve, and who is the primary audience?
    pass
    AI named samre12/deep-trading-agent explicitly

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

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samre12/deep-trading-agent — 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