AI-Ranked Forecast Books
Review model-generated long and short books with targets, guardrails, and realized validation behind each published snapshot.
Black Willow Research
Quant
As seen on the United States Investing Championship 2024 leaderboard
Learn about our products and research at theblackwillow.com or reach out to us at info@theblackwillow.com
Structural economic models for market behavior.
Black Willow Research specializes in structural economics, causal transmission, and graph-based latent representation underlying observable market behavior. Quant applies that research discipline to AI-assisted equity forecasting, signal validation, and stock-level model views.
What You Get
Economic And Sector Context
Connect company signals to sector structure, liquidity pressure, rates, policy, and broader regime shifts.
Model Transparency
Open each name to inspect directional targets, forecast history, financial context, AI summaries, and related news.
AI Research Companion
Use the assistant to pressure-test ideas, compare model signals, and move from forecast review to structured research in one place.
Platform
Validated Performance Ledger
The 30-day averages use published model outputs with realized actual-profit fields after those positions have aged enough to measure.
Forecast Coverage
Short-term counts reflect the latest bear and bull model books. Long-term counts reflect buy and waitlist candidate books.
Decision Traceability
Each stock page separates forward targets from historical forecast results, so users can compare model intent against past outcomes.
Products
Black Willow Research's products span equities, macro, and institutional research workflows. Each platform is built for market participants who require rigorous signal design over surface-level analysis.
Quant
LiveAn applied AI research platform for U.S. equities, combining structural economic context, model-ranked forecast books, stock-level targets, and realized validation.
- AI-ranked long, short, and sector forecast books
- Realized performance, watchlists, and stock-level target trails
- Unified workflow for charting, model comparison, and research
This Product
Macro
NewRegime-focused research for tracking liquidity, rates, inflation, and policy pressure through a structured causal framework.
- Daily macro regime scorecard
- Event-impact and policy transmission views
- Signal timelines for shifting market states
Research
InstitutionalAn advanced research framework combining optimization, economics, and institutional-grade signal design for deeper decision systems.
- Optimization pipelines for portfolio construction and risk budgets
- Economics-led regime modeling and factor decomposition
- Institutional research workflows for businesses and hedge funds
Next Step
See the full AI forecast dashboard, validation ledger, and stock-level model views.
Start your 14-day free trial to explore live model books, watchlist tracking, stock-level research pages, and the full realized performance ledger.
Start your 14-day free trial
By using Quant, you explicitly agree to our Terms & Conditions.