Market Data Sources

Last updated: April 27, 2026

FinansGen aggregates financial data from multiple trusted third-party providers to power its market intelligence features. This page details the sources we use, the types of data each provides, and important notes about data accuracy and timeliness.

Financial Modeling Prep (FMP)

Company Financials & Fundamentals

Provides quarterly and annual financial statements, earnings estimates, EPS actuals and surprises, revenue data, profit margins, and company profiles. Used to power AI-generated company reports and financial metric comparisons.

Data types included

Income statementsBalance sheetsEPS estimates & actualsRevenue segmentsCompany overview
https://financialmodelingprep.com

Real-Time & Delayed Price Feeds

Market Prices & Indices

Market indices (S&P 500, Nasdaq, Dow Jones, etc.), sector performance, individual stock quotes, and price history data. Some price data may be delayed by up to 15 minutes depending on exchange agreements.

Data types included

Index levelsSector ETF performanceStock quotesHistorical price series

News Aggregation APIs

Market News & Press Releases

Curated financial news headlines and press releases sourced from major financial news wires and publishers. AI models process these articles to generate sentiment summaries and highlights.

Data types included

Market news headlinesCompany press releasesCrypto newsAI-summarized news briefs

Earnings Calendar Providers

Earnings & Economic Events

Forward-looking earnings dates, EPS consensus estimates, and revenue consensus estimates for publicly traded companies. Used in the Earnings Calendar feature.

Data types included

Upcoming earnings datesEPS consensusRevenue consensusEconomic events

Data Accuracy Disclaimer

While we take care to use reputable data providers, FinansGen does not guarantee the accuracy, completeness, or timeliness of any market data displayed on the platform. Data may be subject to delays, corrections, or temporary unavailability due to provider outages or exchange restrictions.

Financial data such as earnings estimates, revenue forecasts, and analyst consensus figures are sourced from third parties and may differ from official company filings. Always consult official exchange data, regulatory filings (e.g., SEC EDGAR), and your brokerage for authoritative, real-time information.

AI Processing of Data

Some data displayed on FinansGen — particularly within company reports — is processed and augmented by AI models. While the underlying data is sourced from the providers listed above, AI-generated summaries and analyses are subject to the limitations of language models and should not be treated as authoritative financial statements.

Licensing & Attribution

The financial data displayed on FinansGen is licensed from third-party providers for use within our Service. Users may not redistribute, resell, or commercially exploit this data outside of FinansGen without the express written consent of both FinansGen and the respective data provider.

Questions

If you have questions about our data sources or notice a data discrepancy, please let us know via our Contact page. We take data quality seriously and will investigate any reported issues promptly.