CLUSTER MARKET-TRADING-PROVIDING · 28 ENTRIES · EARLIEST ENTRY 2025-06-29
AI investment insight platforms
This cluster comprises AI-driven financial analytics tools that generate investment insights, research reports, and market forecasts for individual investors and businesses. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index start and six members have no source date. Traction leadership is led by Investilens with four activity stars, while cfo-helper and CodexDS--hackverse trail with zero stars each.
Entry timeline
ENTRY TIMELINE
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 · 2 ai-built · 18 unlabelled
Operator · 4 hobby · 2 indie · 2 commercial · 12 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.
- 01Investilens5★1 moliveProvides AI-generated investment research reports with financial scoring and narrative summaries for investors.
- 02EquiSeek3★1 moliveDesktop app that provides AI-powered investment research and portfolio analysis for individual investors using a DeepSeek API key.
- 03alphadesk0★8 days—Investment research desktop app for public-market investors that pairs market data with an AI copilot to track evidence, portfolio exposure, and what changed.
- 04Bist_Rag_Prototype0★20 days—hobbyAI assistant that analyzes Turkish stock market data and provides financial insights to investors.
- 05Earnings-Pulse0★21 dayslivehobbyFinancial intelligence platform that analyzes earnings reports, assesses risk, and routes investment decisions using multiple AI models.
- 06goldbug-ai0★23 daysliveai-builthobbyAI app that analyzes global financial markets, automatically invests funds based on user-set risk tolerance, and reacts to market trends and events.
- 07HackVerse-Sprint-10★1 molivehobbyAI investment platform that analyzes market data, sentiment, and fundamentals to generate explainable stock recommendations for retail investors.
- 08phronel-cli0★25 dayslivecommercialCommand-line tool that runs due-diligence analysis on companies and returns investment decision reports for venture investors and AI agents.
- 09MARKETLENSAI0★6 daysliveAI app that delivers market insights and analytics to help investors make informed decisions.
- 10cfo-helper0★1 moliveAI-powered financial planning and forecasting tool for businesses that provides interactive charts and simulations.
- 11finance-agent-langgraph0★1 mo—AI assistant that screens stocks, retrieves fundamental data, and builds optimized investment portfolios from natural-language instructions.
- 12CodexDS--hackverse0★1 moliveMulti-agent financial intelligence platform that provides explainable, profile-adaptive market insights for investors.
- 13MARKET.ai0★1 mo—AI application that analyzes market data and generates investment insights from financial trends for users.
- 14smartstockai0★2 mo—ai-builtAI app that analyzes stock data and generates insights for DCM.
- 15Stock AI: Market Tracker0★4 moliveAI-powered stock analysis app that turns market data into sentiment insights, watchlists, price projections, and side-by-side comparisons.
- 16AI Stocks: Tracker & Analysis0★5 molivecommercialAI-powered portfolio tracker that monitors holdings, provides stock market context, and generates investment insights from user questions.
- 17aiTrend0★4 mo—Web application that tracks and monitors stocks, market trends, and technical breakthroughs in AI inference infrastructure.
- 18ai-investment-analyst0★5 mo—indieAI investment analyst that delivers structured asset analysis with technical indicators, valuations, and action plans for traders.
- 19agentic-financial-assist0★8 mostaleliveindieAI platform that analyzes equity portfolios and produces reports, charts, and retirement projections for investors.
- 20MarketMind-AI0★1 yrabandonedliveAI tool that analyzes financial market data and generates investment insights.
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.