FMP
The Cash Conversion Trap: When High Margins Hide Weak Cash Flow
Financial analysts frequently observe periods where headline profitability remains stable while underlying cash movement begins to diverge. This article explains how analysts can use structured financ...
How to Calculate Book Value per Share (BVPS)
At its core, equity analysis is an attempt to determine what a business is worth versus what the market is charging for ...
Weekly Signals Desk | 5 Companies Showing Sustained Multi-Year CAGR Momentum (Dec 29-Jan 2)
This week’s data scan surfaced a subtle but repeatable signal: in several corners of the market, EBITDA growth is compou...
Signals Desk Weekly Take via FMP API | Persistent Earnings Beat Patterns Across Five Companies (Dec 29-Jan 2)
This week’s earnings scan wasn’t about who beat by a penny—it was about who keeps doing it when expectations catch up. A...
Weekly Signals Desk | Price-Target Divergences Flagged via the FMP API (Dec 29-Jan 2)
This week’s screen surfaced five names where price is starting to outrun consensus — not by a headline move, but by quie...
Weekly Signals Desk | Five Notable Valuation Disconnects from the FMP API (Dec 29-Jan 2)
This week’s valuation screen flagged an increasingly common setup: price momentum has continued in parts of the market w...
Weekly Signals Desk | Year-End Dividend Moves Tracked via the FMP API (Dec 29-Jan 2)
The first dividend tape of the year was thin by calendar standards—but not devoid of signal. A short scan of fresh decla...
Multi-Agent Insider Trading Monitor Using FMP Insider Trades API
Insider trading disclosures offer a structured view into how company executives, directors, and significant shareholders...
Build an Agentic IPO Evaluator That Scores Upcoming IPOs Using FMP IPO Calendar
Evaluating upcoming IPOs is often a fragmented process. Key information such as listing dates, exchanges, and company co...
NLP-Powered Sentiment Analyzer Using FMP News API
Financial markets react to news before numbers show up on charts. Earnings surprises, regulatory updates, analyst commen...
LLM-Powered ETF Analyzer: Explain ETF Holdings, Risks, & Exposure Using FMP ETF Endpoints
ETFs look simple on the surface. A single ticker promises instant diversification, low cost, and broad exposure. In real...
Build Your Market Data Foundation with FMP: Five Guides to Help You Get Started
The transition from manual market observation to systematic data analysis requires a shift in how you view information a...
Multi-Agent Corporate Fraud Detector Using FMP Financial Statements
Corporate fraud detection is most effective when treated as a screening and prioritization problem, not as a mechanism f...
Build an AI Market Trend Forecaster Using Multi-Agents + Deep Learning (LSTM + FMP Data)
Forecasting market trends is often approached as a modeling problem. In practice, it is primarily a data and system desi...
Build a Multi-Agent 13F Filing Analyzer to Recreate Hedge Fund Strategies
Institutional investors in the United States with more than a specified level of assets under management are required to...
Weekly Signals Desk | 5 Valuation Disconnects Identified via the FMP API (Dec 22-26)
This week’s screen surfaced a familiar but widening pattern: valuation gaps are reopening across parts of the market tha...
Weekly Signals Desk | Four Insider Trades That Matter - Tracked via the FMP API
Recent insider filings are starting to show a pattern that cuts against the broader tape — selective accumulation in poc...
Weekly Signals Desk | Price–Target Gaps Emerging via the FMP API (Dec 22-26)
This week’s screen surfaced an unusual clustering of price-to-target dislocations across several unrelated sectors — a p...
Signals Desk Hot Take for the Week via FMP API | Persistent Earnings Beats Across 5 Companies (Dec 22-26)
This week’s earnings scan surfaced a quiet but persistent pattern: a small group of companies continuing to deliver clea...
Weekly Signals Desk | 5 Companies Showing Multi-Year CAGR Strength (Dec 22-26)
This week’s scan of the FMP’s Income Statement API surfaced a familiar but quietly strengthening pattern: operating leve...
