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AI · alternatives · 2026

PF

24 alternatives to Pebble Finance – Personalize Your Investments Today

Hello HN, We are Pebble Finance! Our newly launched product offers a custom indexing solution, empowering investors to personalize their investment portfolios. # The product What our product is now: We are creating a platform for users to use natural language to search for their interests and personalize their portfolio. Search is a combination of using OpenAI LLM models with Langchain, OpenSearch index, and some traditional NLP techniques. Search is divided into several tools which are selected based on the user’s input query. Based on the complexity of the input query, a single tool or a…

Pebble Finance is a platform that lets investors build custom portfolios using natural language search. Users describe their interests and preferences, and the system uses AI language models and search technology to… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Pebble Finance – Personalize Your Investments Today launched in 2023; newer entries below may have overtaken it.

  1. 1

    Dive into the world of finance with AI-powered insights

    2025 · google.com · its alternatives →

  2. 2

    AI investing, done responsibly

    Aug 2026 · portfoliolab.ai · its alternatives →

  3. 3

    A new expanded finance experience inside search 🔎💹

    2017 · google.com · its alternatives →

  4. 4

    Intelligent portfolio management for self-directed investors

    2022 · globalpredictions.com · its alternatives →

  5. 5

    A hedge fund in your pocket

    2021 · apps.apple.com · its alternatives →

  6. 6

    AI helps secure wealth, trusted by 300+ users

    2024 · its alternatives →

  7. 7

    Hey there, fellow builders and makers! It has been busy in the machine room for that last 12 months. I have received many requests in the past to share my private finance AI-toolset with a wider audience. Hence, I'm super excited to share PinkLion, an AI-based Copilot for your investments. The tool was created to help investors make better & more rational investment decisions using the power of machine learning. https://pinklion.xyz/ The problem Investing in the stock and crypto market can be a daunting task, with countless factors to consider and a vast amount of information…

    2023 · pinklion.xyz · its alternatives →

  8. 8

    Connect with investors in minutes not months

    2023 · its alternatives →

  9. 9
    RoboRecap▲125

    Personalised AI Market Recap

    2023 · roborecap.com · its alternatives →

  10. 10

    Get financial info instantly by asking questions in English

    2020 · its alternatives →

  11. 11

    An index investor's dream come true

    2014 · portfoliovisualizer.com · its alternatives →

  12. 12

    The ultimate stock tracking tool to maximize your returns

    2018 · apps.apple.com · its alternatives →

  13. 13

    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 · its alternatives →

  14. 14UH

    YourStake turns client chaos into organized intelligence with AI-powered assistants for financial advisors. Our Document, Meeting, and Portfolio assistants streamline your practice while our values-based investing solutions help you deliver on client priorities.

    2020 · yourstake.org · its alternatives →

  15. 15

    Simplifying and improving investing for everyone

    2023 · theboringinvest.com · its alternatives →

  16. 16

    Investy is a portfolio analyzation tool that allows individual or professional investors to breakdown a stock portfolio and see financial data across the aggregated investments. Investors can model hypothetical portfolios, leverage diversification and allocation data as well as compare their portfolio against professionals such as Warren Buffett and others. http://www.investy.com

    2011 · investy.com · its alternatives →

  17. 17

    Uncover Hidden Insights, Invest with Confidence

    Jul 2026 · knowyourcompany.ai · its alternatives →

  18. 18

    Five months ago I launched our alpha product here and got roasted for basic math errors on our landing page. It was an early lesson for us in putting something out there and not meeting that moment and just being unprepared. But here's what we've learned building a wealth management platform for the 95% of people who don't have $100K minimums: Take Sarah (real user, fake name): 32, $85K income, $47K across three accounts. Traditional advisor wants $100K minimum. Betterment would put her in one of 5 risk buckets. Fulfilled modeled her actual goals: House down payment in 4 years in MCOL area:…

    Nov 2025 · fulfilledwealth.co · its alternatives →

  19. 19

    It’s pretty simple: ask us absolutely anything about your finances (it’s okay to be really specific to your situation!) and our algorithm backed by a Certified Financial Planner will give you a hyper-personalized spot-on answer, for free. Go ahead and stump us! Let’s really kick the tires on this thing :) Up until now, we've been doing comprehensive financial advising for free. Our most popular feature is the ability to just ask us anything so we figured why not make that feature available for everyone? Also for free :) Some more context: Uprise’s mission is to make wealth…

    2022 · app.uprise.us · its alternatives →

  20. 20

    We built a search engine that matches startup descriptions with investors based on their historical investments. Write your startup description and get a list of investors who've backed similar companies. Technical implementation: - Indexed 9k active VC funds and ~5k angels globally - Fine-tuned a custom embedding model on real-world pairs of investors and companies - Developed an identity resolution system to collate portfolio data across many sources including portfolio websites scraped with a custom AI agent Key features: - Search full investor database without signing up - Optional…

    2024 · graph.one · its alternatives →

  21. 21

    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 · its alternatives →

  22. 22WU

    hey y'all -- can you please tell us if our job search tool sucks? :D we built it using an investor platform called Harmonic.ai to gather startup data, then contextualize it so that job seekers could find out about the most exciting startups hiring first (like if they just raised, growing headcount fast, have an ex-unicorn founder, etc). pretty sure we're the first platform doing anything like this. anyway, let me know what you think. really excited to launch this thing soon! getting feedback from the hn community first is really fun :)

    2022 · joinmaasive.com · its alternatives →

  23. 23

    AI-powered portfolio diagnosis for Japanese investors

    Jun 2026 · invest-ai-jp.vercel.app · its alternatives →

  24. 24

    The first GPT built for investors and financial analysis.

    2025 · yourgpt.finance · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →