FMP Insights

Real-time coverage, analysis, and signals across global markets.

Data in Action

Reconcile TTM Revenue and Operating Cash Flow With Quarterly Statements Using Claude MCP

A trailing-twelve-month (TTM) figure combines four quarters into one measure of a company’s recent performance. Reconstructing that figure from quarterly statements helps establish which periods contributed to the total and whether they ali...

FMP Insights

Data in Action

Reconcile TTM Revenue and Operating Cash Flow With Quarterly Statements Using Claude MCP

Check Whether EPS Estimates and Actuals Are Comparable With Claude and FMP

Detect Filing Timeliness Deterioration With Claude and FMP MCP

Compare R&D Expense With Revenue and Gross-Profit Trends Using Claude and FMP

Dataset Signals

Turn Market Data Into A Pocket Gainers And Losers Controller

How Deferred Revenue Affects Cash Flow Forecasting and Revenue Visibility

Weekly Signals Desk | Concentrated Analyst Revisions via the FMP API

Weekly Signals Desk | Price-Target Gaps Identified via the FMP API (April 6-10)

Signals Desk Weekly | Multi-Year CAGR Strength Taking Shape Across Five Names (April 6-10)

Weekly Signals Desk | Price-Target Gaps Identified via the FMP API (March 30 - April 3)

Filing Delta Monitor: Tracking What Changed Between Institutional Filings

How to Measure Analyst Estimate Dispersion and Forecast Uncertainty

Weekly Signals Desk | Five Price-Target Gaps Identified via the FMP API (March 23-27)

Weekly Signals Desk | Concentrated Analyst Revisions via the FMP API (March 23-27)

Weekly Signals Desk | Five Insider Trades That Matter - Tracked via the FMP API

Signals Desk Weekly | Multi-Year CAGR Strength Taking Shape Across Five Names (March 16-20)

Weekly Signals Desk | Price-Target Gaps Identified via FMP API (March 16-20)

Signals Desk Weekly | Multi-Year CAGR Strength Taking Shape Across 5 Names (March 9-13)

Weekly Signals Desk | Five Notable Price-Target Gaps via the FMP API (March 9-13)

How to Analyze IPO Filings and Prospectuses Using a Financial Data API

Signals Desk Weekly | Multi-Year CAGR Strength Taking Shape Across Five Names (March 2-6)

Weekly Signals Desk | Price-Target Gaps Identified via the FMP API (March 2-6)

Weekly Signals Desk | 5 Notable Valuation Disconnects from the FMP API (Feb 23-27)

Weekly Signals Desk | Price-Target Gaps Identified via the FMP API (Feb 23-27)

Earnings Trends

How to Build a Post-Earnings Data Refresh Checklist for Financial Models

How to Align Earnings Dates, Fiscal Quarters, Estimates, and Reported Results

Signals Desk Weekly Take via FMP API | Five Companies With Persistent Earnings Beats (April 6-10)

Signals Desk Weekly Take via FMP API | Five Companies With Persistent Earnings Beats (March 30 - April 3)

Signals Desk Weekly | 5 Companies With Persistent Earnings Beats via FMP API (March 23-27)

Signals Desk Weekly | Five Companies With Persistent Earnings Beats via FMP API (March 16-20)

Verifying Management Claims Against Reported Financials

Analyst Estimates vs Transcript Tone Divergence Detector

Signals Desk Weekly Take via FMP API | 5 Companies With Persistent Earnings Beats (March 9-13)

The Earnings Drift Effect: How Analysts Monitor Subtle Estimate Shifts to Predict Big Moves

Signals Desk Weekly Take via FMP API | Five Companies With Persistent Earnings Beats (March 2-6)

What Financial Statements Say When Earnings Stay Flat

Price–Consensus Timing Divergence: Recurring Expectation Lag Across Earnings, Capital Allocation, and Profitability Signals

Earnings, Execution & Business Momentum

FMP API Trading Edge: Mastering Earnings Surprises and Calendar Data

Five Earnings Streaks Mapped Through the FMP API (Week of Dec 1-5)

5 Earnings Beat Streaks Tracked via FMP API (Week of Nov 24 - 28)

5 Sustained Earnings Beat Runs Highlighted by FMP API (Week of Nov 17-21)

5 Sustained Earnings Beat Runs Highlighted by FMP API (Week of Nov 10 - 14)

Top 5 Earnings Reports to Watch: November 17-21, 2025

Capital Allocation

Weekly Signals Desk | Four Dividend Increases Flagged by the FMP API (March 30 - April 3)

Build a Buyback Reality Check Using Share Count vs Cash Flow

Weekly Signals Desk | 3 Dividend Moves Flagged by the FMP API (March 16-20)

Dividend Sustainability Diagnostic Using Multiple Financial Signals

Weekly Signals Desk | Four Dividend Moves Flagged by the FMP API (March 9-13)

Weekly Signals Desk | Three Dividend Moves Flagged by the FMP API (March 2-6)

Weekly Signals Desk | Five Dividend Hikes Flagged by the FMP API (Feb 23-27)

Capital Allocation & Income Signals

When should you sell your stock

Free Cash Flow and Investment Decisions: How FCFF Informs Capital Allocation

Capital Expenditure (CapEx) vs Operating Expenditure (OpEx): Understanding the Differences

Stock Buybacks vs Dividends: How Companies Return Value to Shareholders

The Importance of Asset Allocation for Investors

Screening Models

How to Construct Transparent Value, Momentum, and Quality Factors From Financial and Market Data

Build a Price Target Crowding Score

Build a Dividend Coverage Stress Checker

Comparing Companies Fairly Across Different Market Caps

Beyond P/E: Screening, Scoring, and Ranking Stocks with FMP TTM Ratios API

The Competitive Moat Index: Using KPI Convergence and Divergence to Identify Future Winners

How to Combine Fundamentals and Technicals: Building a Hybrid Screening Model with FMP APIs

Benchmarking Cost Structure and Efficiency: Comparing Margins, Leverage, and Working Capital Using Fundamentals APIs

Benchmarking Business Mix: How to Compare Revenue Segments, Geographic Exposure, and Product Lines Using FMP APIs

Benchmarking Future Growth: How to Compare Forward KPIs Using Financial Estimates & Price Target APIs

API-Driven Competitor Benchmarking: A Complete Analyst Framework for Peer Comparison Using FMP Data

Five DCF Outliers This Week Flagged by FMP’s API (Week of Oct 13-17)

How to Detect Style Drift in Mutual Funds Before It Hurts Your Returns

Top 5 Stocks Showing Big Upside Potential — Discover Them with FMP API

Top 5 Stocks with the Biggest Upside Potential via FMP API (Week of Sept 29–Oct 3)

5 Companies with the Biggest Upside Potential — and How to Find Them with the FMP API

How to Detect Earnings Quality Erosion via Cash Flow Statement