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Products that do what Experimenting with GPT-3: Building an Investment Analyst does

We have been experimenting with using GPT3's reasoning capabilities to build an investment analyst that does this : (1) Summarize relevant news of the last 30 days, (2) Write a SWOT analysis, (3) Identify competitors, (4) Identify Key Risks, and (5) Write three investment theses (bull, neutral, bear) Here is an example how this can look like: https://app.finclout.io/tp/MSFT https://app.finclout.io/tp/LYFT https://app.finclout.io/tp/AAPL https://app.finclout.io/tp/UBER So far, the results of getting reliable data…

  1. 1W3

    A live dashboard where you can watch GPT-4, Claude 3, and Gemini analyze market data and make daily stock trades with real money. Each AI explains its reasoning, and you can compare their different approaches to the same data. Link: https://trading.snagra.com?utm_source=hn (no signup required) What you can try right now: - Watch live trades from GPT-4, Claude 3, and Gemini - Read each AI's full analysis and reasoning - Compare their different interpretations of the same market data - Track their real-time performance and win rates - View historical trades and performance metrics…

    2024 · trading.snagra.com

  2. 2

    AI powered stocks, balance sheets, analyst report comparison

    2024

  3. 3

    I asked GPT-3 to guess what the top makers will build next

    2021

  4. 4

    Connect Google Analytics to ChatGPT for weekly insights

    2024

  5. 5
    OpenOs280

    ChatGpt for user, financial & marketing data analysis

    2023

  6. 6

    Your AI powered stock investing analyst

    2023

  7. 7

    Turn any idea into an investable index with AI

    2025

  8. 8

    Build your portfolio and invest with GPT-4

    2023

  9. 9
    Co-Invest269

    Trade 500+ markets directly from ChatGPT & Claude

    Jun 2026 · liquid.trade

  10. 10

    AI Startup Ideas you can build using ChatGPT, GPT3 & more

    2022

  11. 11

    We recently used DeepSeek V4 Flash as a teacher for finance tasks with GPT-OSS-120B. Distillation works well on this problem. At a constrained 8k token budget, our self-distilled 120B scores 83.61% on FinanceReasoning, above Kimi K3 (81.93%) and Inkling (65.13%). We released the 20B open weights. With V4 as the teacher though, we realized it would be timely to measure if the censorship characteristic of it transferred to the distilled version of the base model. tl;dr it didn't, the teacher answered politically sensitive questions 7 SDs differently than expected, but the distilled model's…

    Jul 2026 · ctgt.ai

  12. 12

    The first GPT built for investors and financial analysis.

    Oct 2025

  13. 13AP

    We’re thrilled to announce the launch of our AI-powered stock market analyst chatbot, designed to help you analyze stocks and gain valuable market insights with ease. Our intuitive conversational chat interface makes it simple for anyone to get started. Why You’ll Love It: Our AI Analyst uses a long-term value-growth investing strategy, similar to those employed by legendary investors like Warren Buffett, Mohnish Pabrai, Phil Town and Charlie Munger. It’s built to provide you with thorough, data-driven analysis to help you make informed investment decisions. Key Features: - Comprehensive…

    2024 · decodeinvesting.com

  14. 14
    FinFit113

    Expertly crafted GPT-4 prompts for financial planning

    2023

  15. 15IB

    A while back, I built a simple app to track stocks. It pulled market data and generated daily reports based on my risk tolerance. Basically a personal investment assistant. It worked well enough that I kept going. Now, the same framework helps me with real estate: comparing neighborhoods, checking flood risk, weather patterns, school zones, old vs. new builds, etc. It’s a messy, multi-variable decision—which turns out to be a great use case for AI agents. Instead of ChatGPT or Grok 4, I use mcp-agent, which lets me build a persistent, multi-agent system that pulls live data, remembers my…

    2025 · github.com

  16. 16

    Crypto, AI Tools, Web3, Trading, Smart Contracts

    Dec 2025

  17. 17G3
  18. 18QT

    Today we're releasing Quant (https://sourcetable.com/quant), an AI analyst that connects to 600+ exchanges with 1000+ built-in analysis tools. Andrew, CTO, has a background building software at hedge funds so we put his knowledge and experience into this application. The core idea: if you already know spreadsheets, you shouldn't need to learn Python/R or set up complex infrastructure to do serious quantitative analysis. One way to think of Quant is a low-cost Bloomberg Terminal alternative. What's inside: Portfolio optimization (including Dalio's risk parity approach),…

    Oct 2025

  19. 19

    ChatGPT for investing research, backed by real market data

    Feb 2026 · factorbench.com

  20. 20
    Quantle28

    Visual backtesting for Traders and Investors

    2024

  21. 21QO

    Hi HN, A while ago I had a mildly depressing realization. Back in 2010, I had around $60k. Like a "responsible" person, I used it as a down payment on an apartment. Recently, out of curiosity, I calculated what would have happened if I had instead put that money into NVIDIA stock. I should probably add some context. For over 10 years I've worked as a developer on trading platforms and financial infrastructure. I made a rule for myself - never trade on the market. In 2015, when Bitcoin traded about 300 usd, my brother and I were talking about whether it was a bubble. He made a bold claim that…

    Feb 2026 · shouldhavebought.com

  22. 22

    AI for China stocks: a research engine, not a GPT wrapper.

    Jul 2026

  23. 23

    Realtime Voice/Chat-powered Agent for Trading and Investing

    Feb 2026 · forex-gpt.ai

  24. 24EV

    We're two software geeks trying to build our own trading simulator app for beginners which could teach some basics of technical analysis and won't be too boring. You can join the early test program here if interested: https://threeinvesteers.com/ Do you think this is a decent idea? So far we've solved the main technical challenges and built a solid backend solution for real-time prices, and also got the first feedback regarding the concept from some early users. We've polished the idea slightly using the feedback but still have some open questions. Would be great to hear your…

    2021

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