RRepoGEO

REPOGEO REPORT · LITE

rosemarycox5334-debug/PA_Agent

Default branch main · commit 7fe4e1f1 · scanned 7/1/2026, 1:37:02 PM

GitHub: 509 stars · 204 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 rosemarycox5334-debug/PA_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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise description to the 'About' section

    Why:

    COPY-PASTE FIX
    AI K线分析辅助工具，面向主观交易者，提供价格行为（Price Action）AI辅助决策。支持MT5/TradingView/yfinance/AkShare多数据源，进行两阶段市场诊断与交易决策，不连接券商或执行下单。
  • mediumreadme#2
    Clarify the license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project uses a custom license. Please refer to the `LICENSE` file for full details on usage and distribution.

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 rosemarycox5334-debug/PA_Agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
scikit-learn
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. scikit-learn · recommended 2×
  2. TensorFlow · recommended 2×
  3. PyTorch · recommended 2×
  4. TradingView · recommended 1×
  5. Pine Script · recommended 1×
  • CATEGORY QUERY
    What AI tools assist with K-line market analysis and trading decisions on desktop platforms?
    you: not recommended
    AI recommended (in order):
    1. TradingView
    2. Pine Script
    3. MetaTrader 4/5
    4. MQL4/MQL5
    5. TrendSpider
    6. NinjaTrader
    7. QuantConnect
    8. Python
    9. pandas
    10. numpy
    11. scikit-learn
    12. TensorFlow
    13. PyTorch
    14. backtrader

    AI recommended 14 alternatives but never named rosemarycox5334-debug/PA_Agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Python-based AI assistant for price action trading analysis using multiple data sources.
    you: not recommended
    AI recommended (in order):
    1. Backtrader
    2. Lean Engine
    3. Zipline
    4. PyAlgoTrade
    5. TA-Lib
    6. scikit-learn
    7. TensorFlow
    8. PyTorch

    AI recommended 8 alternatives but never named rosemarycox5334-debug/PA_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
    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 rosemarycox5334-debug/PA_Agent?
    pass
    AI named rosemarycox5334-debug/PA_Agent explicitly

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

  • If a team adopts rosemarycox5334-debug/PA_Agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rosemarycox5334-debug/PA_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 rosemarycox5334-debug/PA_Agent solve, and who is the primary audience?
    pass
    AI named rosemarycox5334-debug/PA_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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rosemarycox5334-debug/PA_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