Data sources, dates, and availability
A financial research report is only as useful as its inputs. Simple AI Stock Valuation is designed to preserve source references, retrieval dates, report data timestamps, and limitations so readers can evaluate how current and reliable the analysis is.
Market and financial data
The sample reports identify Yahoo Finance as a source for multiple market-data elements, including price history and dividend history. Reports also display a market-data “as of” timestamp near the beginning so readers can see the point in time used for the analysis.
Web and third-party sources
Some qualitative and supplemental sections can depend on public web sources or third-party data. Source references and retrieval dates appear within detailed report sections when available. The exact source set can differ by security and section.
Availability varies by ticker and region
Not every security has the same data coverage. The reports explicitly note that newsworthy events, political trades, insider trading, and other supplemental sections may be limited or omitted based on the quality and availability of public or third-party data.
Why source dates matter
Stock prices, estimates, news, corporate actions, financial statements, and macro conditions change. A sample report is a historical example of what the system produced at a specific time; it should not be treated as current research unless it was generated with current data.
Validation can flag problems
The sample reports contain customer-facing validation results. Some examples pass with informational or review-level limitations, while others flag failed checks. This is intentional transparency: a report should tell the reader when an input or reconciliation needs attention.