RRepoGEO

REPOGEO REPORT · LITE

AlphaGBM/skills

Default branch main · commit c69fa1b7 · scanned 6/9/2026, 12:32:47 PM

GitHub: 732 stars · 113 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 AlphaGBM/skills, 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
    Reposition the README H1 and opening paragraph to specify AI agent focus

    Why:

    CURRENT
    # AlphaGBM Skills
    
    **See what options are pricing in — with real data, not guesswork.29 AI skills for options & research intelligence · Built on real market data · Trusted by 10,000+ traders*
    COPY-PASTE FIX
    # AlphaGBM Skills: Real-Data Options Intelligence for AI Agents
    
    **29 AI skills for Claude Code, Cursor & beyond, providing real-time options intelligence built on actual market data, not LLM hallucinations.** Trusted by 10,000+ traders.
  • hightopics#2
    Add relevant topics to improve categorization and discoverability

    Why:

    COPY-PASTE FIX
    ai-agents, options-trading, financial-data, claude-ai, cursor-ai, market-intelligence, generative-ai, llm-tools, trading-bot
  • mediumreadme#3
    Enhance the '30-Second Demo' to explicitly highlight AI agent interaction

    Why:

    CURRENT
    ### 30-Second Demo
    
    ```bash
    git clone https://github.com/AlphaGBM/skills.git .claude/skills/alphagbm
    ```
    
    Then ask your AI: *"Analyze AAPL options using AlphaGBM"* — works instantly with built-in data, no API key needed.
    COPY-PASTE FIX
    ### 30-Second Demo: Integrate AlphaGBM Skills into Your AI Agent
    
    1.  **Install the skills:**
        ```bash
        git clone https://github.com/AlphaGBM/skills.git .claude/skills/alphagbm
        ```
    2.  **Ask your AI agent:**
        Then, simply ask your AI (e.g., Claude Code, Cursor): *"Analyze AAPL options using AlphaGBM"* — it works instantly with built-in data, no API key needed. This demonstrates how AlphaGBM skills provide real-time options intelligence directly within your AI workflow.

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 AlphaGBM/skills
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Quandl (Nasdaq Data Link)
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Quandl (Nasdaq Data Link) · recommended 2×
  2. Polygon.io · recommended 1×
  3. Tradier API · recommended 1×
  4. Interactive Brokers (IBKR) API (TWS API) · recommended 1×
  5. E-Trade API · recommended 1×
  • CATEGORY QUERY
    How can I integrate real-time options market intelligence into my AI agent workflow?
    you: not recommended
    AI recommended (in order):
    1. Polygon.io
    2. Tradier API
    3. Interactive Brokers (IBKR) API (TWS API)
    4. E-Trade API
    5. Cboe LiveVol
    6. Quandl (Nasdaq Data Link)
    7. Alpha Vantage

    AI recommended 7 alternatives but never named AlphaGBM/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools provide accurate, real-time options data for building reliable financial AI models?
    you: not recommended
    AI recommended (in order):
    1. Cboe LiveVol Data Solutions
    2. Interactive Brokers (IBKR) API
    3. Quandl (Nasdaq Data Link)
    4. OptionMetrics (Ivy DB)
    5. Xignite
    6. Bloomberg Terminal

    AI recommended 6 alternatives but never named AlphaGBM/skills. 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 AlphaGBM/skills?
    pass
    AI named AlphaGBM/skills explicitly

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

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

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

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AlphaGBM/skills — 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