Research Workbench

Research Notes Library

Worked research examples on real companies and funds. Never a stock pick.

Each note is a time-stamped case study built from primary filings: what the analysis is teaching, the sources reviewed, the numbers, the risks, and the open questions, with a change log and a freshness banner so nothing gets silently rewritten.

Direct Answer

The Research Notes Library is a growing collection of time-stamped, worked research case studies on real public companies, ETFs, and REITs, each built from primary filings using Swoopr's own research process. Notes teach how to read a filing, compare peers, or build a valuation scenario; they never recommend buying, selling, or holding anything.

Browse the Library

How These Notes Work

Every note follows the same 14-part structure: what it teaches, a company or fund snapshot, primary sources reviewed, revenue and segment drivers, a financial trend table, cash flow and balance-sheet observations, share count and capital allocation history, peer context, valuation scenarios with visible assumptions, risks and contrary evidence, open questions, what new information would change the analysis, a dated source list, and a change log.

A note that starts as a Research Brief is a content outline and source checklist published before the primary-source data pull, not after: Swoopr does not publish a number that has not been pulled from a named filing. Once a brief is completed with real figures, it becomes a published note carrying its own data-as-of date, and gets a freshness check roughly every six months. A note replaced by a newer version is marked Superseded rather than silently rewritten, so the historical record stays intact.

The research process behind every note is documented in full on the Research Methodology page, and readers can apply the same eight-step process to their own research using the Research Workbench.

Frequently Asked Questions

What is a Swoopr research note?

A research note is a time-stamped, worked example of Swoopr's research process applied to one real company, ETF, or REIT: a filing walkthrough, peer comparison, valuation scenario, or similar case study. Every note discloses its sources and assumptions and never states a recommendation, price target, or score.

Why are some notes labeled “Research Brief” instead of finished?

A Research Brief is a content outline and primary-source checklist published before the data pull, not after. Swoopr does not publish a financial figure that has not been pulled from a named primary source, so a brief states what the finished note will investigate and exactly which filings will support it, with every number left blank until that pull is complete.

Are Swoopr research notes stock recommendations?

No. A research note documents a research process on one company or fund; it never states a buy, sell, or hold recommendation, a price target presented as certain, or a score that implies predicted returns. It is educational content, not personalized investment advice.

How often are research notes reviewed for freshness?

Every note displays its original publication date, data-as-of date, and last-reviewed date. A completed note not reviewed within roughly six months is marked “Needs Review”, and a note replaced by a newer version is marked “Superseded” rather than being silently rewritten, so the historical record stays intact.

Keep Learning