FMP
Cross-Dataset Anomaly Detection: Spotting Conflicts Between Price, Fundamentals, and Estimates
The most profitable signals in equity markets often emerge from what doesn't add up. When price action decouples from fundamental reality, or when consensus estimates diverge from observable valuation...
How to Combine Fundamentals and Technicals: Building a Hybrid Screening Model with FMP APIs
Market participants often view fundamental and technical analysis as opposing disciplines, but the most durable alpha of...
From Macro to Micro: Mapping Commodity Prices to Corporate Fundamentals with FMP APIs
When Sugar futures rally 20 percent in a single quarter, the immediate question for a consumer staples strategist is not...
Forecast Bridges: Linking Economic Surprises with Company-Level Fundamentals Using FMP APIs
When macro data shocks the market, prices can reset in seconds. On May 12, 2021, the U.S. core CPI print came in 0.6 per...
Weekly Signals Desk | Five Dividend Hikes via the FMP API (Dec 8-12)
A scan of this week’s dividend declarations surfaced a small but telling cluster of increases across housing, utilities,...
Weekly Signals Desk | Five Large Valuation Disconnects via the FMP API (Dec 8-12)
This week’s valuation screen pulled an unusual cluster of large-cap names trading at distances from intrinsic value that...
Weekly Signals Desk | Price vs Target Gaps Emerging via the FMP API (Dec 8-12)
This week’s screen surfaced five names where price is no longer waiting for consensus to catch up. Across industrials, t...
Weekly Signals Desk | Five Earnings Beat Streaks via the FMP API (Dec 8-12)
This week’s earnings scan surfaced a small but telling cluster of names that continue to separate themselves from the br...
Weekly Signals Desk | Multi-Year CAGR Breakouts via the FMP API (Dec 8-12)
This week’s income-statement scan surfaced an unusual cluster of names showing the same pattern: EBITDA growth compoundi...
Benchmarking Cost Structure and Efficiency: Comparing Margins, Leverage, and Working Capital Using Fundamentals APIs
Benchmarking cost structure is central to understanding competitive durability. When capital becomes expensive, the rela...
Benchmarking Business Mix: How to Compare Revenue Segments, Geographic Exposure, and Product Lines Using FMP APIs
Headline revenue figures often mask the structural risks and growth engines that define a company's true valuation premi...
Benchmarking Future Growth: How to Compare Forward KPIs Using Financial Estimates & Price Target APIs
Capital markets function as a perpetual discounting mechanism, consistently prioritizing future growth expectations over...
Dividend Hikes Mapped via the FMP API: Week of Dec 1-5
This week’s dividend tape broke cleanly along sector lines, with a cluster of names pushing through meaningful payout re...
Five Significant Valuation Disconnects Identified by the FMP API (Week of Dec 1-5)
A fast sweep through the FMP DCF Valuation API this week exposed five names where modeled value and traded price have sp...
Five Stocks Standing Out: Target-Gap Signals Pulled from the FMP API (Dec 1-5)
A quick read of this week’s screens shows a widening disconnect between price action and the Street’s published targets....
Five Earnings Streaks Mapped Through the FMP API (Week of Dec 1-5)
This week’s broad screen of quarterly EPS patterns — generated through the FMP’s Earnings Surprises Bulk API — surfaced ...
FMP API Signals: Five Notable Multi-Year CAGR Breakouts This Week (Dec 1-5)
This week’s multi-year growth sweep turned up an unusually tight cluster of names where efficiency curves are accelerati...
Reliable Data, Smarter Decisions: How Infrastructure Drives Financial Agility
Poor data quality costs organizations an average of 12.9 million dollars every year, a financial hit that directly impac...
How Data Transparency and Governance Build Investor Confidence
Audit risk grows when data enters reporting systems without a clear origin or timestamp. Manual sourcing, inconsistent r...
How to Find Company and Exchange Symbols with FMP and Discover What’s Behind Them
Every analysis starts with a symbol. Whether you are screening a sector, building a valuation model, or checking fundame...
