RRepoGEO

REPOGEO REPORT · LITE

The-Swarm-Corporation/AutoHedge

Default branch main · commit c549c795 · scanned 6/21/2026, 12:57:42 AM

GitHub: 3,484 stars · 577 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)

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

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 The-Swarm-Corporation/AutoHedge, 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 README opening to highlight crypto delta hedging

    Why:

    CURRENT
    AutoHedge is an enterprise-grade autonomous agent hedge fund that trades on your behalf. It combines swarm intelligence and specialized AI agents to perform end-to-end market analysis, risk management, and execution with minimal human intervention.
    COPY-PASTE FIX
    AutoHedge is an enterprise-grade autonomous agent hedge fund specializing in automated delta hedging for cryptocurrency portfolios. It combines swarm intelligence and specialized AI agents to perform end-to-end market analysis, risk management, and execution with minimal human intervention.
  • mediumtopics#2
    Refine topics to include specific differentiators and remove noise

    Why:

    CURRENT
    ai, blackrock, finance, goldmansachs, hedgefund, jpmorgan, ml, quant, quantitative-finance, quantitative-trading, trading
    COPY-PASTE FIX
    ai, autonomous-agents, cryptocurrency, delta-hedging, finance, hedgefund, ml, quant, quantitative-finance, quantitative-trading, risk-management, solana, trading
  • lowreadme#3
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., '## AutoHedge vs. Other Platforms', explaining how AutoHedge's focus on autonomous agent-driven delta hedging for crypto differs from general trading bots, backtesting frameworks, or broader AI libraries.

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 The-Swarm-Corporation/AutoHedge
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. langchain-ai/langchain · recommended 1×
  3. Alpaca Markets API · recommended 1×
  4. pytorch/pytorch · recommended 1×
  5. mementum/backtrader · recommended 1×
  • CATEGORY QUERY
    How to build an autonomous trading system using AI agents for market analysis?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. Alpaca Markets API
    3. PyTorch (pytorch/pytorch)
    4. Backtrader (mementum/backtrader)
    5. AutoGPT (Significant-Gravitas/AutoGPT)
    6. CrewAI (joaomdmoura/crewAI)
    7. QuantConnect (Lean Engine) (QuantConnect/Lean)

    AI recommended 7 alternatives but never named The-Swarm-Corporation/AutoHedge. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI-driven platform for automated quantitative trading with robust risk management.
    you: not recommended
    AI recommended (in order):
    1. QuantConnect (QuantConnect/Lean)
    2. Alpaca
    3. Zipline (quantopian/zipline)
    4. WorldQuant 4C
    5. Blueshift
    6. KDB+/q

    AI recommended 6 alternatives but never named The-Swarm-Corporation/AutoHedge. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 The-Swarm-Corporation/AutoHedge?
    pass
    AI named The-Swarm-Corporation/AutoHedge explicitly

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

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

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

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The-Swarm-Corporation/AutoHedge — 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