How our reports are made

Where the data comes from

Every report starts with primary sources. We pull directly from official SEC EDGAR filings and 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.

Data sources include:

• SEC EDGAR official filings (10-K, 10-Q, 8-K, DEF14A, Form 4)
• Company Investor Relations portals
• Earnings call transcripts from official company releases

All financial figures are sourced directly from company disclosures and can be verified against the original filings.

How reports are produced

TickerFile uses automated financial analysis systems 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 are parsed directly from the filing. Key metrics are calculated from those numbers, not copied from a summary.
• Analysis: The system 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 automated analysis does 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.

Limitations and 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 filings, the narrative analysis is produced by automated systems. These systems 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.

Quality assurance

Every report carries a quality score based on how completely the system was able to extract and cross-reference the filing's financial data. Reports with quality scores below 85/100 are flagged for review.

Quality signals we track:

• Completeness of financial statement extraction
• Cross-reference success between filing periods
• Data consistency checks against prior reports
• XBRL tag coverage for structured data

Data freshness

Each report displays a publication date and, when applicable, a last-updated timestamp. We publish reports within 24-48 hours of a company filing with the SEC. Our coverage list grows continuously as new filings are processed.

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.

Corrections policy

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 promptly. Corrections are noted in the report with an updated timestamp.

Transparency commitment

TickerFile is committed to transparency about our methodology, data sources, and limitations. We believe that understanding how research is produced helps readers make better-informed decisions. If you have questions about our process that aren't covered here, reach out.