RRepoGEO

REPOGEO REPORT · LITE

Drakkar-Software/OctoBot

Default branch master · commit a4a38e47 · scanned 5/24/2026, 7:46:58 PM

GitHub: 5,979 stars · 1,186 forks

AI VISIBILITY SCORE
68 /100
Needs work
Category recall
1 / 2
Avg rank #3.0 when recommended
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 Drakkar-Software/OctoBot, 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
    Add 'Python-based' to the README's introductory sentence

    Why:

    CURRENT
    OctoBot is an open source cryptocurrency trading robot designed for crypto investors who want to automate their investment strategies.
    COPY-PASTE FIX
    OctoBot is a free and open-source Python-based cryptocurrency trading robot designed for crypto investors who want to automate their investment strategies.
  • mediumtopics#2
    Add a general 'tradingview' topic

    Why:

    CURRENT
    ai-trading, backtest, binance-api, bitcoin, coinbase-bot, cryptocurrencies, free, hyperliquid-trading-bot, paper-trading, python, solana, telegrambot, trading-bot, tradingview-pinescript-signal-alert-bot
    COPY-PASTE FIX
    ai-trading, backtest, binance-api, bitcoin, coinbase-bot, cryptocurrencies, free, hyperliquid-trading-bot, paper-trading, python, solana, telegrambot, trading-bot, tradingview, tradingview-pinescript-signal-alert-bot
  • lowreadme#3
    Rephrase the H2 to highlight 'platform' and 'framework' aspects

    Why:

    CURRENT
    ## Open source crypto trading bot with a visual user interface
    COPY-PASTE FIX
    ## OctoBot: An Open Source Python Trading Platform and Framework with a Visual User Interface

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
1 / 2
50% of queries surface Drakkar-Software/OctoBot
Avg rank
#3.0
Lower is better. #1 = top recommendation.
Share of voice
8%
Of all named tools, what % are you?
Top rival
Hummingbot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hummingbot · recommended 1×
  2. Freqtrade · recommended 1×
  3. Jesse · recommended 1×
  4. Pionex · recommended 1×
  5. Gekko · recommended 1×
  • CATEGORY QUERY
    What open source platform can automate crypto trading with AI and grid strategies?
    you: #3
    AI recommended (in order):
    1. Hummingbot
    2. Freqtrade
    3. OctoBot ← you
    4. Jesse
    5. Pionex
    6. Gekko
    Show full AI answer
  • CATEGORY QUERY
    Looking for a free Python trading bot to automate TradingView signals on multiple exchanges.
    you: not recommended
    AI recommended (in order):
    1. Lean Engine (QuantConnect/Lean)
    2. Freqtrade (freqtrade/freqtrade)
    3. Jesse (jesse-ai/jesse)
    4. PyAlgoTrade (gbeced/pyalgotrade)
    5. Backtrader (mementum/backtrader)
    6. Pygate (hsmro/pygate)

    AI recommended 6 alternatives but never named Drakkar-Software/OctoBot. 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 Drakkar-Software/OctoBot?
    pass
    AI named Drakkar-Software/OctoBot explicitly

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

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

    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 Drakkar-Software/OctoBot. 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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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/Drakkar-Software/OctoBot"><img src="https://repogeo.com/badge/Drakkar-Software/OctoBot.svg" alt="RepoGEO" /></a>
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Drakkar-Software/OctoBot — 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