Personal finance and investing
AI stock research tools
Web, mobile, and browser tools that aggregate market data, news, filings, insider trades, and AI analysis to give retail investors stock screening, alerts, signals, and research summaries.
Built for: Retail stock investors and traders
Projects since May 04
208
Different builders
202
Last 4 weeks vs 8 before
▼ -27%
AI is the core
26%
Projects per week
Mostly web app (72%), mobile app (11%), ai agent or bot (5.3%) · from r/SideProject, r/SaaS, r/IMadeThis, r/vibecoding
Latest
- Explains stock market concepts in plain language, with the aim of giving back to students, teachers, and people in need.“Wanted to build something with Ai that could give back..”
- hqmap — Maps and lists the headquarters locations of companies in stock market indices, grouped by subdivision, city and country.“Built a site that shows headquarters of companies that are part of different stock market indices”
- Turionics — Displays a mixed market watchlist of stock, crypto, index, futures, and exchange-rate quotes on an LED desk ticker.“Turionics - an LED desk ticker with a mixed market watchlist”
- MILkMoney — Records public stock calls when published, timestamps them, and measures each against SPY after 20 trading sessions without later edits.“I built a stock research engine that can't hide its losses: every call is timestamped and measured against SPY after 20 sessions”
- OpenTerminalUI — Provides a self-hosted stock research terminal with charts, fundamentals, screening, backtesting, and an AI agent that summarizes a stock from live data and filings.“Spent way too many weekends building my own "Bloomberg terminal" for Indian + US stocks. Here's the AI agent doing a quick read on CCL”
- TradeHints — Generates analysis reports for stock tickers the user enters.“I got 240 people to use a tool I built. Reddit was basically the only thing that worked”
- WealthSenseAI — Generates buy, sell, and hold signals for a user's stock holdings using AI.“Meet WealthSenseAI — my AI stock companion. Not sure what to do with your portfolio? Get AI-powered buy, sell, and hold signals for your holdings. Out now on Google Play, scan the QR to grab it”
- isit1999.com — Shows where the current AI boom sits on the dot-com timeline, with weekly readings, crash indicators, and Nasdaq overlaid on 1999-2000.“I made isit1999.com: one page that says where the AI boom is on the dot-com timeline. What do you get from it in five seconds?”
- Rumor.io — Tracks social media sentiment and attention for thousands of stocks, cryptocurrencies and ETFs and makes it queryable through an AI assistant.“I built Rumor.io, beautifully visualized social media sentiment data for investors. Have you ever wondered what other investors are talking about? This is it, visualized.”
- TraderSight — Scans about 1,600 liquid US stocks and ETFs after each close and ranks developing volatility-contraction chart setups with a component score breakdown.“I built a nightly VCP scanner to cut down my chart review”
- trumpsignaltracker — Monitors Donald Trump's X and Truth Social posts and videos, sending keyword-filtered alerts with transcriptions and AI-linked company context.“I been building a Saas startup for retail traders for the past 3 months. Now it's time to launch 🚀”
- AimyTrade — Assembles an algorithmic stock read for a US ticker from technical, company, ownership, news, and sentiment data, with a confidence score and labelled gaps.“I built a stock research tool that shows the evidence behind a ticker read”
- StockDuty — Sends stock alerts on price moves, volume spikes, news and SEC filings, and provides per-ticker quant scores, technical reads and AI-written buy/sell analysis.“StockDuty - Stock alerts + an equity research platform for the stocks you actually own”
- StockPulse — Combines AI stock analysis, screening, portfolio tracking, watchlists, price alerts, financials, news and charts in one iOS app.“Built a free stock tracker/analysis app - looking for honest feedback!”
- StockPet — Gives each added stock a virtual pet whose health and evolution track the stock's price movement.“Stockpet”
- Valoryn — Generates AI stock Buy/Sell/Short recommendations with a breakdown of fundamentals, technicals, news sentiment and institutional activity, sized to whole shares a user can afford.“Valoryn — an AI stock app that shows its reasoning instead of just a buy/sell arrow”
- Monitors news and events and alerts users to those that may affect their investment portfolio.“I built an app for people who are unable to keep up with important news/events that may impact their investment portfolio.”
- printdembandz — Offers a market intelligence website with free financial literacy content and paywalled market reports, options data, and insider trading flows.“Got my first paid subscriber”
- Stock Analyzer — Pulls stock price history, technical indicators, analyst ratings and SEC filings, and checks the user's logged trades against indicator readings on their trade dates.“I built a tool that checks whether my own buy/sell timing actually works, instead of just guessing.”
- Leenkly — Monitors chosen stocks, ETFs and indices at each trading day's close and emails alerts when user-defined conditions are met.“I built a market monitor for people who don't want to watch the market all day”
Most discussed
- openbook — Scores stocks and portfolios on risk and reward and shows portfolio analytics in plain language.“After 10 months building, we finally got our first 4 paying users”
- partystarter — Provides an equity screening tool and stock research based on the author's own investment philosophy.“Help Getting customers”
- Delivers analysis of stock earnings reports to a Discord server within a minute of release.“Hi! I built a real-time alert and analysis for earning reports!”
- stocksbrew — Runs a daily analysis pipeline on US stocks and gives buy, hold, or sell signals with email alerts when price triggers are hit.“I built a daily stock analysis pipeline that processes 100 US stocks through 12 stages of analysis”
- TradeRadar — Provides stock research breakdowns, real-time charts with customizable alerts, a curated news feed, and automated stock screeners.“I built a stock analysis platform that I actually use every day”
- checkbox.money — Delivers subscribed stock market newsletters that summarize news about chosen stocks.“I felt burnt out from work, so I created a stock newsletter service”
- ShadowAlpha — Tracks stock analyst calls and social media stock chatter and scores analysts on their track record.“Up to around $200 MRR - but looking to optimize conversion - any suggestions?”
- TradeHints — Generates analysis reports for stock tickers the user enters.“I got 240 people to use a tool I built. Reddit was basically the only thing that worked”
- Tradeski — Shows live stock charts, Federal Reserve macro indicators, sentiment-scored news, portfolio risk metrics, and correlations in one dashboard with an AI assistant.“I built a free financial dashboard with live charts, Federal Reserve macro data, and an AI assistant that knows your portfolio”
- Monitors government and market filings for stock-moving events and sends graded plain-English alerts by email and Telegram.“The data that moves stocks is public but scattered across a dozen government sites. I built one tool that watches all of it and sends plain-English alerts.”