How our reports are made

Where the data comes from

Every report starts with primary sources. We pull directly from official SEC EDGAR filings — 10-K annual reports, 10-Q quarterly reports, 8-K current reports, and related disclosures. We also draw from company Investor Relations portals for earnings releases, press statements, and supplementary materials. The numbers in our reports come from the same documents the company filed, not from third-party aggregators or data feeds.

How reports are produced

TickerFile uses automated financial analysis models to process filings and structure the output into a consistent report format. Here's what that means in practice:

• Ingestion: When a company files with the SEC, the filing is pulled and the relevant sections are identified.
• Extraction: Financial statements — income, balance sheet, cash flow — are parsed directly from the filing. Key metrics are calculated from those numbers, not copied from a summary.
• Analysis: The model identifies trends across filing periods: margin movement, revenue growth rates, debt levels, working capital shifts. It flags risks the company discloses and items that changed materially since the prior filing.
• Structuring: The output is organized into a consistent format — business overview, financial highlights, risk factors, and a bottom-line summary — so you can scan to the section you care about across any company we cover.

What the models do well

Automated analysis is good at processing large volumes of filings quickly and consistently. It can pull figures from a 200-page 10-K in seconds, calculate multi-period growth rates, and spot items that changed since the last filing. That speed is what lets us cover thousands of companies that no sell-side analyst follows.

What to keep in mind

Our reports are generated from filings as of their publication date. They reflect what the company disclosed at that point in time. They are not updated in real time, and they don't incorporate subsequent press releases, market reactions, or information the company hasn't yet filed.

While the financial figures are extracted directly from SEC filings, the narrative analysis is produced by automated models. Those models are good at identifying patterns and surfacing relevant disclosures, but they can misread context or miss nuances that a human analyst might catch. If a figure or conclusion looks wrong, we encourage you to verify it against the company's own filings.

What we don't do

We don't publish price targets, buy/sell ratings, or investment recommendations. TickerFile is a research tool, not a brokerage. Our job is to make the filings legible so you can do the deciding yourself.

Quality and corrections

Every report carries a quality score based on how completely the model was able to extract and cross-reference the filing's financial data. If you find a factual error, outdated figure, or misleading statement in a report, please contact us at hello@tickerfile.com. We review reported issues and correct material errors.

The bottom line

TickerFile exists because most public companies get no research coverage at all. Automated analysis lets us provide structured, consistent reports on companies that would otherwise be a black box. The trade-off is that our reports are a starting point for your own research, not the final word. Read the filings, verify what matters, and make your own call.