Direct answer

Swoopr uses primary and authoritative sources to establish financial facts that Swoopr does not own: regulator rules, tax guidance, company filings, index methodology, exchange mechanics, economic data, and official product documents. The correct source depends on the claim. The SEC is central for U.S. public-company filings and investor-protection material; the IRS governs federal tax guidance; FINRA publishes rules and investor resources related to broker-dealers; the Federal Reserve publishes monetary-policy and banking information; the CFTC covers U.S. derivatives markets; and index providers such as S&P Dow Jones Indices, MSCI, FTSE Russell, Nasdaq and others establish their own index methodologies. A Swoopr citation should tell the reader who the source is, why that source is appropriate, when the information was verified, and whether Swoopr is quoting a rule, using provider data, or making an educational interpretation.

Why source identity matters

Finance is full of statements that sound generic but belong to a specific authority.

“Contribution limit” is not a timeless concept when the numeric limit changes by tax year.

“Current index constituent” belongs to the index provider and effective date.

“Company revenue” should normally be reconciled to a company filing or another clearly identified primary filing source.

“Settlement cycle” depends on the applicable market and effective rule.

“CPI” is a named statistical series with a producing agency and methodology.

When the source identity is wrong, the error can survive even if the sentence around it sounds plausible. That is why Swoopr’s Knowledge Graph should model authorities and providers as first-class entities.

Source hierarchy

1. Governing authority

Use the agency, regulator, statute, rulebook, or official government source that establishes a requirement.

Examples include the IRS for U.S. federal tax guidance, the SEC for federal securities regulation and EDGAR filings, FINRA for its rules and broker-dealer investor resources, and the CFTC for derivatives-market regulation and customer education.

2. Official provider

Use the organization that maintains the methodology or product.

For indexes, the provider’s methodology document is the authority for universe, selection, weighting, review schedule, and corporate-action treatment.

For a fund, the issuer’s prospectus and reports establish the fund’s official objective, fees, holdings policy, and risks.

3. Issuer filing

For a public company, SEC filings and issuer investor-relations materials are core primary sources for financial statements, risk factors, material events, and management disclosures.

4. Official statistical source

Economic statistics should identify the producing agency and the series. The Bureau of Labor Statistics, Bureau of Economic Analysis, Federal Reserve, U.S. Treasury, and other agencies maintain data with different definitions and revision practices.

5. High-quality secondary source

Secondary research can add context, comparison, or explanation. It should not silently replace a primary source when a primary source directly establishes the fact.

U.S. Securities and Exchange Commission

The SEC administers and enforces federal securities laws and operates EDGAR, the filing system used by public companies and other registrants.

For Swoopr, SEC and Investor.gov sources are especially relevant to:

  • 10-K, 10-Q, 8-K and registration statements;
  • company risk disclosures;
  • mutual fund and ETF regulatory documents;
  • investor education;
  • fraud alerts;
  • investment-professional and product research starting points.

EDGAR is a source system, not a conclusion. A filing tells the reader what the company or registrant reported. Swoopr’s interpretation should be separated from the reported evidence.

Internal Revenue Service

The IRS is a primary U.S. federal source for tax guidance and retirement-plan rules.

Swoopr should use current IRS sources for tax-year-specific information such as contribution limits, distribution rules, account eligibility, and other federal tax matters. Because laws and guidance change, pages should show the year or effective period and last-verified date.

A glossary definition can explain what an IRA is without restating every current dollar limit. The account guide or current rules table can hold the time-sensitive details with IRS references.

FINRA

FINRA is a self-regulatory organization for broker-dealers in the United States and publishes rules, investor education, market transparency resources, BrokerCheck, and other tools.

Swoopr should use FINRA sources where they directly establish a FINRA rule, broker-dealer process, investor-protection resource, or market-transparency reference. SEC and exchange rules may also apply, so the source should match the specific claim.

Federal Reserve

The Federal Reserve is relevant to monetary policy, banking, interest rates, and many financial data series. The Federal Reserve Board and Reserve Banks publish related but distinct information.

A Swoopr macro page should identify the exact source and series rather than using “the Fed” as a catch-all label. If a chart comes from FRED, the underlying series still has a producing agency and definition that should be recorded.

Commodity Futures Trading Commission

The CFTC regulates U.S. derivatives markets under its jurisdiction and publishes customer education and fraud-prevention resources.

Swoopr derivatives, futures, commodity, and certain crypto-market education can use CFTC material where it directly governs or explains the subject. The presence of a digital asset does not automatically make every question a CFTC question; jurisdiction depends on the activity and legal framework.

Index providers

Index providers own their methodologies and publish official information about their indexes.

S&P Dow Jones Indices, MSCI, FTSE Russell, Nasdaq and other providers use different eligibility, classification, weighting, review, and corporate-action rules. Swoopr should never infer a methodology from the index name alone.

A page can explain an index educationally while still treating the provider methodology as the controlling source for the rules.

Exchanges, clearing and market infrastructure

Market-structure education may require primary sources from exchanges, clearing organizations, or regulatory rulebooks.

An exchange can establish auction or order-handling mechanics for its venue. OCC is central to listed options clearing. DTCC subsidiaries play central roles in U.S. securities clearing and settlement. The correct source depends on the market and function being described.

Swoopr should model these organizations separately instead of putting every market-structure fact under a generic “exchange” source.

Economic data sources

A macroeconomic data page should name the producing agency, series identifier where available, release frequency, revision policy, units, seasonal-adjustment status, and observation period.

Examples:

  • BLS for CPI and labor statistics;
  • BEA for GDP and national accounts;
  • Federal Reserve for monetary and banking series;
  • U.S. Treasury for Treasury information;
  • FRED as an aggregation and distribution platform for many series.

The data source and the data distributor can be different entities.

How Swoopr should cite a source

A high-quality citation record should include:

  • source entity ID;
  • canonical source name;
  • destination URL;
  • approved hostname;
  • claim or section supported;
  • last verified date;
  • effective date when needed;
  • jurisdiction;
  • source type;
  • whether Swoopr transformed the data.

When a tool performs a calculation using source data, the methodology should distinguish the sourced inputs from Swoopr’s formula.

Source verification ladder

Before publication, ask:

  1. Does a primary authority or provider establish this fact directly?
  2. Is the source current for the relevant date, jurisdiction, or methodology version?
  3. Does the anchor text identify the organization accurately?
  4. Does the hostname match the claimed organization?
  5. Is Swoopr making an interpretation beyond what the source states?
  6. Does the page need a last-verified or effective-as-of label?
  7. Is there a better canonical source than a secondary summary?

This ladder should be applied proportionally. A definition of arithmetic mean does not need regulator verification. A current retirement limit does.

Linking to an authority, provider, filing, or data source means the source establishes or documents a relevant fact. It does not imply that the organization endorses Swoopr, its analysis, or a reader’s decision.

Swoopr should avoid language that implies affiliation when none exists.

AI-assisted research and source verification

AI can help organize source candidates, extract structured metadata, compare revisions, or identify where a citation is missing. It should not be the authority for a rule or current financial fact when the primary source is available.

Any automated extraction should preserve the source URL, date, and enough surrounding context for a human reviewer to verify the statement.

Accessibility of citations

Source links should use descriptive anchor text that identifies the destination and purpose. Avoid “click here.”

If a PDF is the governing methodology, provide the document title and provider. When possible, link to an HTML landing page that also exposes the current document so the reader can verify whether the PDF has been replaced.

Interpretation note: Match the source to the claim

There is no single best financial source for every fact. For Primary Financial Sources & Authorities, the useful question is not whether a label sounds favorable or unfavorable. The useful question is what the label is describing, which evidence supports it, what assumptions sit underneath it, and what would cause the conclusion to change. That distinction keeps an educational page from turning a classification into a recommendation.

The SEC may be authoritative for public-company filings, the IRS for federal tax guidance, an index provider for its methodology, and a company filing for the company’s own reported financial statements. A reader should be able to identify the source of the information, the date or period it describes, and whether the statement is a definition, a measurement, a model output, or an editorial interpretation. When those categories are mixed together, false precision appears quickly: a number looks objective even when the inputs are estimates, or a descriptive category looks like a prediction.

In practice, Swoopr should pair this concept with the most relevant prerequisite and next-step resource. The prerequisite should explain any term needed to understand the section; the next step should help the reader verify, calculate, compare, or apply the idea. Internal links should therefore represent semantic relationships such as PREREQUISITE_OF, EXPLAINS, COMPARES_WITH, SUPPORTED_BY, or IMPLEMENTED_BY, not just repeated keywords.

Source selection is part of the research method. If the information can change, the page should state the effective date or verification date and point to the governing or primary source. If it is stable, the page should still explain the boundaries of the definition so an answer engine or human reader does not overgeneralize it.

Interpretation note: A primary source can still require interpretation

Authoritative does not mean self-explanatory. For Primary Financial Sources & Authorities, the useful question is not whether a label sounds favorable or unfavorable. The useful question is what the label is describing, which evidence supports it, what assumptions sit underneath it, and what would cause the conclusion to change. That distinction keeps an educational page from turning a classification into a recommendation.

A methodology document can be definitive about index rules while still requiring careful reading of exceptions, effective dates, and definitions. A reader should be able to identify the source of the information, the date or period it describes, and whether the statement is a definition, a measurement, a model output, or an editorial interpretation. When those categories are mixed together, false precision appears quickly: a number looks objective even when the inputs are estimates, or a descriptive category looks like a prediction.

In practice, Swoopr should pair this concept with the most relevant prerequisite and next-step resource. The prerequisite should explain any term needed to understand the section; the next step should help the reader verify, calculate, compare, or apply the idea. Internal links should therefore represent semantic relationships such as PREREQUISITE_OF, EXPLAINS, COMPARES_WITH, SUPPORTED_BY, or IMPLEMENTED_BY, not just repeated keywords.

Swoopr should distinguish what the source states from Swoopr’s interpretation of why it matters. If the information can change, the page should state the effective date or verification date and point to the governing or primary source. If it is stable, the page should still explain the boundaries of the definition so an answer engine or human reader does not overgeneralize it.

Interpretation note: Provider and authority identities must be exact

Finance contains organizations with overlapping subject matter but different authority. For Primary Financial Sources & Authorities, the useful question is not whether a label sounds favorable or unfavorable. The useful question is what the label is describing, which evidence supports it, what assumptions sit underneath it, and what would cause the conclusion to change. That distinction keeps an educational page from turning a classification into a recommendation.

S&P Dow Jones Indices and MSCI are both major index providers, but a link labeled as one must not resolve to the other. A reader should be able to identify the source of the information, the date or period it describes, and whether the statement is a definition, a measurement, a model output, or an editorial interpretation. When those categories are mixed together, false precision appears quickly: a number looks objective even when the inputs are estimates, or a descriptive category looks like a prediction.

In practice, Swoopr should pair this concept with the most relevant prerequisite and next-step resource. The prerequisite should explain any term needed to understand the section; the next step should help the reader verify, calculate, compare, or apply the idea. Internal links should therefore represent semantic relationships such as PREREQUISITE_OF, EXPLAINS, COMPARES_WITH, SUPPORTED_BY, or IMPLEMENTED_BY, not just repeated keywords.

Approved-domain validation should make identity mistakes difficult to publish. If the information can change, the page should state the effective date or verification date and point to the governing or primary source. If it is stable, the page should still explain the boundaries of the definition so an answer engine or human reader does not overgeneralize it.

Interpretation note: Use citation freshness deliberately

Some source relationships need recurring verification while others are durable. For Primary Financial Sources & Authorities, the useful question is not whether a label sounds favorable or unfavorable. The useful question is what the label is describing, which evidence supports it, what assumptions sit underneath it, and what would cause the conclusion to change. That distinction keeps an educational page from turning a classification into a recommendation.

A current limit, constituent list, rule or market calendar requires more frequent review than a stable conceptual definition. A reader should be able to identify the source of the information, the date or period it describes, and whether the statement is a definition, a measurement, a model output, or an editorial interpretation. When those categories are mixed together, false precision appears quickly: a number looks objective even when the inputs are estimates, or a descriptive category looks like a prediction.

In practice, Swoopr should pair this concept with the most relevant prerequisite and next-step resource. The prerequisite should explain any term needed to understand the section; the next step should help the reader verify, calculate, compare, or apply the idea. Internal links should therefore represent semantic relationships such as PREREQUISITE_OF, EXPLAINS, COMPARES_WITH, SUPPORTED_BY, or IMPLEMENTED_BY, not just repeated keywords.

Review cadence should follow change risk rather than one site-wide schedule. If the information can change, the page should state the effective date or verification date and point to the governing or primary source. If it is stable, the page should still explain the boundaries of the definition so an answer engine or human reader does not overgeneralize it.