FMP
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 relationship between gross margin, operating margin, leverage, and working capital e...
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...
Bridging Finance and Technology: Why Data Literacy Matters for Modern CFOs
The quarterly strategy meeting hits a snag: The Capital Expenditure (CapEx) forecast presented by the operations team is...
What Finance Teams Can Learn from Data-Driven Enterprises
When the Chief Investment Officer (CIO) needs to re-evaluate portfolio allocations mid-quarter, the finance team's respo...
Building a Market Insight Framework with FMP — Turning Price, Fundamentals, and Technicals into Actionable Research Signals
A stock can move sharply in just a few trading sessions, often driven by shifts in sentiment that fundamental models cat...
Best Google Sheets Software for Stock Analysis
Google Sheets can be a powerful hub for stock analysis – if you equip it with the right add-ons. In this article, we’ll ...
How to Backtest Portfolio Performance Using Earnings Surprises
A portfolio backtest is one of the most effective ways for analysts to test strategy durability before committing real c...
The Missed Expectations Playbook: Turning Earnings Disappointments into Strategic Advantage with FMP Data
Disappointment casts a longer shadow than surprise. When a company misses consensus EPS or revenue expectations, it’...
Building Single-Stock Estimate & Price Target Heatmaps Without Heavy Code
Why track price target heatmaps? Analysts’ forecasts for a stock can vary widely. For example, Apple’s (AAPL) latest...
Anomaly Detection For Professional Markets With FMP APIs
Anomaly detection in financial data is the process of spotting unusual patterns—such as revenue spikes, EPS drops, or ma...
Use Forward Guidance to Build Sector-Level Forecasts
Analyst estimates and press releases only tell part of the story. To truly understand where markets are heading, institu...
FMP API Viewer: Analyze Financial Statements and Stock Performance
Tired of switching between spreadsheets and websites for stock research? Meet the FMP API Viewer. The Financial Modeling...
How to Deconstruct an Income Statement to Reveal Hidden Risks
Most investors and analysts stop at revenue and net income, accepting them as the full story of a company’s performance....
H2 2025 Market Outlook: Consensus Trades, Positioning Extremes & Macro Triggers
Investor conviction in U.S. equities, dollar‑short carry trades and yield‑curve flatteners is at multi‑year highs—settin...
Extreme Nasdaq Positioning: Profit‑Taking Risks Ahead
Citigroup strategists flag that Nasdaq 100 futures are now at the 99th percentile for net long exposure—an unusually hig...
H2 2025 Market Outlook: Trade Policy, Fed Cuts & Structural Tailwinds
The first half of 2025 saw punishing tariffs, record‑breaking budget bills and sudden air‑war crises… yet stocks ended a...
USD Slide “Intermission, Not Finale”: Macro Impacts & Corporate Tailwinds
Morgan Stanley projects EUR/USD’s 1.17 level is just the midpoint of a multi‑year decline. Here’s a mobile‑first, data‑d...
Why Seaport Research Downgraded Netflix to Neutral: Key Risks & What’s Next
Netflix’s downgrade to Neutral by Seaport Research highlights that much of the upside—from advertising revenue to live s...
Walmart vs. Target vs. Costco: The $100 Billion Retail Media War
The U.S. retail media market is evolving into one of the most lucrative arms races in consumer tech. With ad spending on...
