RRepoGEO

REPOGEO REPORT · LITE

isaiahbjork/Auto-GPT-MetaTrader-Plugin

Default branch master · commit aeecba2e · scanned 6/9/2026, 7:28:23 AM

GitHub: 551 stars · 91 forks

AI VISIBILITY SCORE
27 /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
1 / 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 isaiahbjork/Auto-GPT-MetaTrader-Plugin, 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 first sentence to emphasize autonomous/generative AI

    Why:

    CURRENT
    # Auto-GPT MetaTrader Plugin 📈
The AutoGPT MetaTrader Plugin is a software tool that enables traders to connect their MetaTrader 4 or 5 trading account to Auto-GPT.
    COPY-PASTE FIX
    # Auto-GPT MetaTrader Plugin 📈: Autonomous AI Trading for MetaTrader
The AutoGPT MetaTrader Plugin is a software tool that enables traders to connect their MetaTrader 4 or 5 trading account to Auto-GPT, enabling autonomous, generative AI-driven trading operations.
  • mediumtopics#2
    Add more specific AI-related topics

    Why:

    CURRENT
    autogpt, crypto, finance, forex, gpt-3, gpt-4, metatrader, metatrader-4, metatrader-5, metatrader5, mt4, mt5, stocks, trading
    COPY-PASTE FIX
    autogpt, crypto, finance, forex, gpt-3, gpt-4, metatrader, metatrader-4, metatrader-5, metatrader5, mt4, mt5, stocks, trading, generative-ai, autonomous-ai, ai-trading, algorithmic-trading
  • lowreadme#3
    Add a 'Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, perhaps titled 'Why Auto-GPT MetaTrader Plugin?' or 'Differentiators', explaining how it uniquely connects a general-purpose autonomous AI agent (Auto-GPT) to MetaTrader, unlike traditional trading APIs or platforms.

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 isaiahbjork/Auto-GPT-MetaTrader-Plugin
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. QuantConnect/Lean · recommended 1×
  2. Alpaca Markets API · recommended 1×
  3. MetaQuotes/MetaTrader5 · recommended 1×
  4. Interactive Brokers API (IBKR API) · recommended 1×
  5. Oanda API · recommended 1×
  • CATEGORY QUERY
    How to automate stock and forex trading using an AI agent?
    you: not recommended
    AI recommended (in order):
    1. QuantConnect (Lean Engine) (QuantConnect/Lean)
    2. Alpaca Markets API
    3. MetaTrader 5 (MetaQuotes/MetaTrader5)
    4. Interactive Brokers API (IBKR API)
    5. Oanda API
    6. Backtrader (mementum/backtrader)
    7. Zipline (quantopian/zipline)

    AI recommended 7 alternatives but never named isaiahbjork/Auto-GPT-MetaTrader-Plugin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools connect generative AI to a trading platform for automated financial operations?
    you: not recommended
    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 isaiahbjork/Auto-GPT-MetaTrader-Plugin?
    pass
    AI did not name isaiahbjork/Auto-GPT-MetaTrader-Plugin — likely talking about a different project

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

  • If a team adopts isaiahbjork/Auto-GPT-MetaTrader-Plugin in production, what risks or prerequisites should they evaluate first?
    pass
    AI named isaiahbjork/Auto-GPT-MetaTrader-Plugin 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 isaiahbjork/Auto-GPT-MetaTrader-Plugin solve, and who is the primary audience?
    pass
    AI did not name isaiahbjork/Auto-GPT-MetaTrader-Plugin — likely talking about a different project

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

Embed your GEO score

Drop this badge into the README of isaiahbjork/Auto-GPT-MetaTrader-Plugin. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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