RRepoGEO

REPOGEO REPORT · LITE

ScottZt/jin-ce-zhi-suan

Default branch main · commit e4848225 · scanned 6/8/2026, 5:12:11 PM

GitHub: 1,221 stars · 380 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)

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

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 ScottZt/jin-ce-zhi-suan, 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 the repository

    Why:

    COPY-PASTE FIX
    quantitative-trading, backtesting, investment-research, financial-analysis, trading-strategy, python, web-panel, quant-tool
  • highreadme#2
    Clarify the core purpose in the README's initial paragraph

    Why:

    CURRENT
    <p>基于唐朝的三省六部制度建立的量化系统，分权协同、风控闭环、强化回测与执行。</p>
    COPY-PASTE FIX
    <p>金策智算是一个专注于<b>本地化私有行情数据服务与历史回测工具</b>的纯量化系统，旨在帮助用户将主观交易想法转化为可验证的交易规则，并通过客观数据辅助决策，实现纪律化交易。</p>
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Add a relevant URL here, e.g., a project website, documentation, or a dedicated landing page]

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 ScottZt/jin-ce-zhi-suan
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
QuantConnect/Lean
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. QuantConnect/Lean · recommended 2×
  2. quantopian/zipline · recommended 2×
  3. mementum/backtrader · recommended 1×
  4. MetaTrader 4/5 Strategy Tester · recommended 1×
  5. Amibroker · recommended 1×
  • CATEGORY QUERY
    Need a local tool to backtest trading strategies, validate ideas, and monitor risk.
    you: not recommended
    AI recommended (in order):
    1. QuantConnect (Lean Engine) (QuantConnect/Lean)
    2. Backtrader (mementum/backtrader)
    3. Zipline (quantopian/zipline)
    4. MetaTrader 4/5 Strategy Tester
    5. Amibroker
    6. TradingView (Pine Script Strategy Tester)

    AI recommended 6 alternatives but never named ScottZt/jin-ce-zhi-suan. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an intelligent investment research system with web panel for multi-strategy quantitative analysis.
    you: not recommended
    AI recommended (in order):
    1. QuantConnect (QuantConnect/Lean)
    2. Blueshift
    3. Quantopian (quantopian/zipline)
    4. Alpaca
    5. KDB+/q
    6. TradingView

    AI recommended 6 alternatives but never named ScottZt/jin-ce-zhi-suan. 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 ScottZt/jin-ce-zhi-suan?
    pass
    AI named ScottZt/jin-ce-zhi-suan explicitly

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

  • If a team adopts ScottZt/jin-ce-zhi-suan in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ScottZt/jin-ce-zhi-suan 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 ScottZt/jin-ce-zhi-suan solve, and who is the primary audience?
    pass
    AI named ScottZt/jin-ce-zhi-suan explicitly

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

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ScottZt/jin-ce-zhi-suan — 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