RRepoGEO

REPOGEO REPORT · LITE

HammerGPT/Hyper-Alpha-Arena

Default branch main · commit 9bdf62de · scanned 5/20/2026, 2:22:56 PM

GitHub: 1,022 stars · 262 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 HammerGPT/Hyper-Alpha-Arena, 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's opening sentence to explicitly state its core function

    Why:

    CURRENT
    # Hyper Alpha Arena

**English** | [简体中文](./README.zh-CN.md)

> **Multi-exchange AI trading platform with quantitative factor intelligence and market flow signal monitoring**.
    COPY-PASTE FIX
    # Hyper Alpha Arena

**English** | [简体中文](./README.zh-CN.md)

Hyper Alpha Arena is a production-ready AI trading platform where Large Language Models (LLMs) autonomously execute cryptocurrency trading strategies. It is a multi-exchange AI trading platform with quantitative factor intelligence and market flow signal monitoring, supporting Hyperliquid and Binance Futures.
  • mediumtopics#2
    Add more specific financial trading topics

    Why:

    CURRENT
    ai-trading, automated-trading, binance, hyperliquid, llm-cryptocurrency, perpetual-futures, trading-bot
    COPY-PASTE FIX
    ai-trading, automated-trading, binance, hyperliquid, llm-cryptocurrency, perpetual-futures, trading-bot, quantitative-finance, algo-trading
  • lowcomparison#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Unlike generic trading bots or platforms like 3Commas, TradeSanta, or Cryptohopper, Hyper Alpha Arena focuses on advanced AI-driven strategies, quantitative factor intelligence, and institutional-grade market flow analysis. While inspired by concepts from nof1 Alpha Arena, our platform is specifically engineered for autonomous cryptocurrency perpetual futures trading, not for general AI agent evaluation.

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 HammerGPT/Hyper-Alpha-Arena
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
QuantConnect (Lean Engine)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. QuantConnect (Lean Engine) · recommended 1×
  2. 3Commas · recommended 1×
  3. TradeSanta · recommended 1×
  4. Cryptohopper · recommended 1×
  5. Botfolio · recommended 1×
  • CATEGORY QUERY
    How to automate crypto perpetual futures trading with AI-driven strategies and quantitative factors?
    you: not recommended
    AI recommended (in order):
    1. QuantConnect (Lean Engine)

    AI recommended 1 alternative but never named HammerGPT/Hyper-Alpha-Arena. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a no-code platform to deploy AI trading bots for crypto futures across major exchanges.
    you: not recommended
    AI recommended (in order):
    1. 3Commas
    2. TradeSanta
    3. Cryptohopper
    4. Botfolio
    5. HaasOnline

    AI recommended 5 alternatives but never named HammerGPT/Hyper-Alpha-Arena. 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 HammerGPT/Hyper-Alpha-Arena?
    pass
    AI named HammerGPT/Hyper-Alpha-Arena explicitly

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

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

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

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MARKDOWN (README)
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HammerGPT/Hyper-Alpha-Arena — 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