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CLUSTER NEWS-AGGREGATES-STOCK · 20 ENTRIES · EARLIEST ENTRY 2008-12-17

Stock market research and analytics

This cluster consists of stock market research apps that aggregate news, analyst ratings, financial data, and sometimes AI-generated analysis to help investors track and evaluate stocks. The dated entries are spread thinly from 2008 to 2025, with single entries in several separate years, indicating a long but sparse history rather than any concentrated launch pattern. The traction leaders are stock_analysis, TipRanks Stock Market Analysis, and Stock-pluse, though all show zero stars in the activity signal.

Entry timeline

ENTRY TIMELINE

DEC 2008: 1MAY 2013: 1JUN 2014: 1FEB 2018: 1NOV 2020: 1MAY 2023: 1DEC 2023: 1JAN 2024: 1FEB 2025: 1OCT 2025: 1MAY 2026: 1AUG 2026: 1SEP 2026: 5OCT 2026: 3
DEC 2008OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 3 ai-built · 2 hand-coded · 15 unlabelled

Operator · 8 hobby · 1 indie · 4 commercial · 7 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01Better-FRED1★29 days—hobbyiOS app that lets users search, compare, and monitor economic data from FRED with charts and watchlists.
  2. 02sentiment-stock-sense0★15 daysliveai-builtWeb app that analyzes stock market sentiment from news and data to help investors make trading decisions.
  3. 03stock-manager0★5 daysliveai-builthobbyPersonal stock analysis app that scores domestic and US stocks by financial, valuation, technical, and news sentiment, sends daily Telegram reports, and tracks holdings.
  4. 04finance-news-radar-android0★8 days—hand-codedhobbyAndroid app that aggregates Korean financial regulator and investment news in time order with keyword monitoring, search, filters, and sharing.
  5. 05IIT-Kharagpur-Saumya-Singh-hackathon0★3 days—hobbyFinancial risk app that ingests news and social media text, extracts sentiment and event signals, and uses them to rebalance an index and stress-test a banking book.
  6. 06financial-risk-volatility-monitor0★13 days—hobbyFinancial analytics app that visualizes historical price behavior, realized volatility, drawdowns, and short-term volatility forecasts for major ETFs.
  7. 07Signal-Trace0★7 days—Research app for financial analysts that monitors corporate announcements and news, drafts evidence-backed event updates, and requires user confirmation before publishing.
  8. 08AI Stock Scanner & Fin Tracker0★9 daysliveStock discovery app that learns from user swipes and interests to recommend companies, and saves a watchlist with charts and financial research.
  9. 09ai-equity-research-agent0★26 days—hobbyWeb app that helps investors research US stocks by aggregating market data, SEC filings, and fundamentals into explainable, cited analysis.
  10. 10stock_analysis0★29 days—hobbyStock market research app that aggregates live market data, sentiment, congressional trades, and institutional filings for individual investors.
  11. 11TipRanks Stock Market Analysis0★14 dayslivecommercialApp that tracks stocks and investment portfolios, aggregates analyst ratings and financial news, and provides data-driven investment insights.
  12. 12Stock-pluse0★1 mo—indieSubscription stock research app showing analyst consensus ratings, AI-generated move summaries, and daily top gainers for a ticker.
  13. 13StockSpy: Real-time Quotes0★3 molivecommercialStock research app that aggregates market news for tracked companies and visualizes how news affects stock prices.
  14. 14Stocks: Realtime Quotes Charts0★3 molivecommercialApp that tracks stock quotes and news, charting news volume over time to show how news affects stock prices.
  15. 15HackKnight2★11 mostalelivehobbyWeb app that tracks real-time news sentiment and analytics for stocks to help investors gauge market mood.
  16. 16Duty Ai0★3 moliveStock analysis app that provides instant insights, portfolio tracking, paper trading, custom screening, and educational explanations for investors.
  17. 17StockLight: NASDAQ Stocks News0★1 yrabandonedlivecommercialApp for tracking stock portfolios and researching investing ideas with real-time news and analysis.
  18. 18clone-o-matic-450★1 yrabandoned—ai-builtAn app that sorts stock news and generates questions using LLMs to help users understand market developments.
  19. 19Stock Burner0★7 mostaleliveApp that aggregates stock market news, trends, and insights to help investors track and analyze stocks.
  20. 20Finance Chart - Stock Market0★5 yrabandonedlivehand-codedApp that provides real-time financial reports and visualized financial statements for US-listed companies to help investors understand fundamentals.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.