RRepoGEO

REPOGEO REPORT · LITE

marketcalls/openalgo

Default branch main · commit c9591ae6 · scanned 6/28/2026, 2:01:21 AM

GitHub: 2,149 stars · 1,033 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 marketcalls/openalgo, 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 to emphasize 'Indian Stock Market' and 'self-hosted platform'

    Why:

    CURRENT
    OpenAlgo is a free, open source, self-hosted **trading platform** — not just a broker bridge. Built on Python Flask + React 19, it gives traders a full-stack environment to **design, host, and execute strategies** across **30+ Indian brokers** through a single unified API.
    COPY-PASTE FIX
    OpenAlgo is a free, open-source, self-hosted **algorithmic trading platform** specifically designed for the **Indian Stock Market**. It provides a full-stack environment for retail traders and developers to design, host, and execute strategies across **30+ Indian brokers** through a single unified API.
  • mediumtopics#2
    Add 'backtesting' and 'strategy-development' to topics

    Why:

    CURRENT
    algorithmic-trading, algotrading, amibroker, chartink, flask, metatrader, openalgo, python, quantative-trading, quantitative-finance, reactjs, self-hosting, sqlite, stock-market, stocks, trade-automation, trading-bot, tradingview
    COPY-PASTE FIX
    algorithmic-trading, algotrading, amibroker, backtesting, chartink, flask, metatrader, openalgo, python, quantative-trading, quantitative-finance, reactjs, self-hosting, sqlite, stock-market, stocks, strategy-development, trade-automation, trading-bot, tradingview
  • lowreadme#3
    Add a concise sentence to the README's introduction about its 'four products in one' nature

    Why:

    COPY-PASTE FIX
    Unlike single-purpose tools, OpenAlgo integrates four distinct products into one self-hosted instance, covering the complete journey from strategy idea to backtest to live trade.

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 marketcalls/openalgo
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. mementum/backtrader · recommended 2×
  3. quantopian/zipline · recommended 2×
  4. enigmampc/catalyst · recommended 2×
  5. jesse-ai/jesse · recommended 2×
  • CATEGORY QUERY
    Looking for an open-source self-hosted platform to develop and execute trading strategies.
    you: not recommended
    AI recommended (in order):
    1. QuantConnect LEAN (QuantConnect/Lean)
    2. Backtrader (mementum/backtrader)
    3. Zipline (quantopian/zipline)
    4. Freqtrade (freqtrade/freqtrade)
    5. Catalyst (enigmampc/catalyst)
    6. Jesse (jesse-ai/jesse)

    AI recommended 6 alternatives but never named marketcalls/openalgo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good Python frameworks for building multi-broker algorithmic trading systems?
    you: not recommended
    AI recommended (in order):
    1. QuantConnect (Lean Engine) (QuantConnect/Lean)
    2. Quantopian (Zipline) (quantopian/zipline)
    3. Backtrader (mementum/backtrader)
    4. PyAlgoTrade (gbeced/pyalgotrade)
    5. Catalyst (from Enigma) (enigmampc/catalyst)
    6. Jesse (jesse-ai/jesse)
    7. Fynance (fynance-org/fynance)

    AI recommended 7 alternatives but never named marketcalls/openalgo. 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 marketcalls/openalgo?
    pass
    AI named marketcalls/openalgo explicitly

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

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

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

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marketcalls/openalgo — RepoGEO report