Stock Forecasting Dashboard
📈 Forecasts 📊 Confidence 🧵 Reddit 🧠 Explainable Signals
# Investing AssistantWhat is Stock Forecasting Dashboard ?
This AI-powered stock forecasting dashboard was built to help investors make data-driven decisions It combines predictive models, real-time sentiment analysis, and macroeconomic data to generate signals across a growing list of U.S. stocks.
Problem
Investors manually analyze stock data using spreadsheets, news, and basic tools which is time-consuming and error-prone due to fragmented data sources and subjective interpretation.
Solution
A stock forecasting dashboard combining AI models, real-time sentiment analysis, and macroeconomic data to generate explainable stock signals (e.g., price predictions, confidence intervals, Reddit sentiment trends).
Customers
Retail investors and financial analysts seeking data-driven decisions without advanced technical skills.
Unique Features
Integrates explainable AI signals, Reddit sentiment trends, and macroeconomic factors into a single dashboard with transparent confidence metrics.
User Comments
Simplifies stock research
Reddit sentiment integration is unique
Confidence intervals improve trust
Macro data adds context
User-friendly for non-experts
Traction
Launched on ProductHunt (exact metrics unspecified), targeting the $18B algorithmic trading market with 100M+ global retail investors.
Market Size
The global algorithmic trading market is valued at $18.8B in 2023 (MarketsandMarkets).
