What Fact-Checking Means at MarketReview
Fact-checking begins with identifying which statements in an article can be verified.
Some claims are straightforward. A company reported a particular amount of revenue. A regulator introduced a rule on a certain date. A bank advertises an account with a specified fee. An economic agency published an inflation figure for a defined period.
Other statements involve interpretation. An investment may appear expensive, a policy decision may increase economic risk or a financial product may be unsuitable for a particular type of user. These conclusions cannot always be verified in the same way as a date or numerical figure, but the evidence and assumptions behind them can still be examined.
MarketReview aims to separate those categories clearly.
A factual claim should be supported by reliable information. An estimate should be identified as an estimate. A forecast should not be presented as a guaranteed outcome. An editorial conclusion should make its reasoning visible rather than disguise judgment as an undisputed fact.
Fact-checking also involves context. A figure may be numerically correct yet misleading if the article omits the period it covers, the jurisdiction to which it applies, the population measured or the comparison required to understand its significance.
We therefore check more than spelling, names and arithmetic. We consider whether a claim has been framed in a way that accurately represents what the underlying evidence shows.
Fact-checking is distinct from proofreading. Proofreading focuses primarily on grammar, spelling, punctuation and presentation. Those checks matter, but a polished sentence can still contain inaccurate information.
It is also distinct from professional financial review. MarketReview will not describe an article as reviewed by a financial adviser, accountant, lawyer, tax specialist or other professional unless a real, identifiable person with relevant knowledge completed that review.
What We Verify
The level and type of verification depend on the article.
A basic educational article may require confirmation that its definitions, examples and explanations are accurate. A news article may require close review of dates, names, quotations, official announcements and the sequence of events. A product review may require checking current rates, fees, eligibility requirements, restrictions and provider terms.
Market analysis requires a slightly different approach. The market data and events on which the analysis relies should be verified, but the conclusion may remain an editorial interpretation. In such cases, the article should distinguish the underlying facts from the writer’s judgment about what those facts may mean.
Consequential claims receive greater attention. These include statements about legal or regulatory obligations, investment performance, tax treatment, financial-product costs, company results, consumer protection, eligibility and financial risk.
Calculations should be checked against the figures and assumptions used. A mathematically correct result may still be misleading when the inputs are unrealistic or when an important cost, tax or limitation has been excluded.
Historical claims require reliable evidence as well. A statement does not become safe merely because it concerns an older event. Where a historical fact is material to the article’s argument, it should be supported by a credible record.
Names, professional titles and credentials should be stated accurately. We do not add qualifications merely to strengthen the perceived authority of an author or source.
Photographs, charts and captions also require attention. An image should not be described as showing an event, product or location that it does not actually represent. Charts should identify their data source and should not use axes, time periods or labels that create a misleading impression.
How We Choose Sources
MarketReview prefers sources that are close to the original information.
For laws, regulations and official requirements, that usually means the relevant government department, regulator, legislation or official guidance. For economic figures, it generally means the agency or institution that produced the data.
Company earnings and other material corporate claims should ordinarily be checked against filings, earnings releases, investor materials or official company statements. Financial-product information may be checked against the provider’s current terms, pricing documents, fee schedules and eligibility information.
Peer-reviewed research, established academic institutions and recognized financial or professional bodies may be appropriate for research-based claims.
A primary source is not automatically neutral or complete. A company’s own document may be the best source for its stated fee, but it may not be the best source for an independent assessment of whether that fee is competitive. Official information may establish what a rule says while specialist analysis helps explain its practical consequences.
We therefore use secondary sources when they add meaningful context, independent scrutiny or a clearer explanation. Reputable journalism and specialist publications can help identify disagreement, explain complex documents or place a development in a broader setting.
Secondary reporting should not replace the original source when the original information is available and central to the claim.
Promotional material requires caution. A press release may accurately describe what a company announced, but claims about the importance, effectiveness or superiority of a product remain claims made by that company unless independently supported.
Anonymous blogs, copied articles, content farms, scraped pages and automatically generated summaries should not serve as the sole support for an important financial claim.
Social-media posts may establish that a named person or organization made a public statement. They should not automatically be treated as proof that the statement itself is accurate.
Reader comments, forums and discussion communities can provide useful examples of individual experiences or public sentiment. They are anecdotal sources and should not be used to establish that every customer or investor will have the same experience.
When sources conflict, MarketReview should examine why. The difference may arise from timing, methodology, jurisdiction, definitions or incomplete information. Where the disagreement matters, the article should explain it rather than quietly selecting the figure that best supports a preferred conclusion.
How We Handle Statistics, Studies and Quotations
Financial writing often relies on statistics, but numbers can create a false impression of certainty. Whenever practical, MarketReview aims to identify who produced a statistic, the period it covers and what it actually measures. A survey result should not be presented as representative of an entire population when the sample or methodology does not support that conclusion.
Averages also require care. An average interest rate, income or investment return may conceal substantial variation. Where that variation matters to the reader, the article should acknowledge it.
Research findings should be described in proportion to the evidence. A study showing an association between two factors does not necessarily prove that one caused the other. Preliminary research should not be presented as settled knowledge.
MarketReview may simplify technical research for a general audience, but simplification should not reverse or exaggerate the study’s conclusion.
Hypothetical examples should be clearly recognizable as illustrations. Figures created to explain compound growth, borrowing costs or investment risk should not be presented as actual historical results unless they are based on identified data.
Quotes should be checked against the original interview, transcript, publication, recording or official statement where reasonably available. They should not be shortened in a way that changes the speaker’s meaning.
When another publication reports a quotation that cannot be located in the original material, MarketReview should attribute it to that publication rather than imply that we independently obtained or verified the statement.
Anonymous sourcing will be used rarely. When a source is not identified, the article should have a legitimate reason for withholding the name, and the information should receive additional scrutiny. MarketReview will not invent unnamed insiders or imply access to confidential information that did not exist.
Financial facts do not all remain accurate for the same length of time. Definitions and basic concepts may remain stable for years. Interest rates, product fees, promotional offers, tax thresholds, market prices and regulatory requirements can change quickly.
An article should therefore be checked according to the nature of its information. A product comparison may require verification shortly before publication, while a historical explainer may depend more on authoritative records than on current pricing.
Dates should appear where they help readers understand when information was accurate. Phrases such as “currently,” “today” or “at present” should be used carefully because they can become misleading when an article remains online.
MarketReview serves a global audience, but many financial rules are local. Information about taxation, consumer rights, deposit protection, retirement accounts, insurance and lending should identify the relevant jurisdiction when location materially changes the answer.
We avoid presenting a rule from one country as though it applies everywhere.
Where an article discusses multiple jurisdictions, each country’s information should be verified independently rather than assumed to follow the same structure.
Readers should still confirm time-sensitive product terms and local requirements before making a significant decision. No website can guarantee that every provider or authority will notify it immediately when information changes.
An article’s updated date should change only after meaningful information has been reviewed, added, removed or revised. A formatting adjustment or minor typographical correction should not be used to make older content appear newly researched.
Editorial Review and Fact-Check Labels
MarketReview’s editorial process may involve the writer, an editor or another contributor, depending on the article and the resources available for that subject.
Writers are expected to provide accurate drafts and retain enough source information for important claims to be reviewed. Editors may question the reliability of a source, ask for additional evidence, check calculations or require wording to be qualified.
Not every article will be reviewed by a separate person with the formal title of fact-checker.
MarketReview will use a visible Fact Checked credit only when a real, identifiable person other than the original writer has performed a meaningful factual review. That person should be named where the site design permits, and the credit should not imply professional credentials the reviewer does not possess.
An ordinary editorial review should not automatically be relabelled as independent fact-checking merely because the phrase sounds more authoritative.
Likewise, an article should not display an “expert reviewed” badge unless an appropriately qualified, identifiable person has actually reviewed the relevant subject matter.
Automated tools may help identify spelling problems, broken links, inconsistencies or passages requiring review. They are not treated as authoritative sources and do not replace human responsibility for the final content.
The publisher remains responsible for what appears on MarketReview, regardless of whether an article carries an individual byline or a fact-check credit.
Corrections, Updates and Reader Feedback
Fact-checking reduces the risk of error; it does not make errors impossible.
Information may be misunderstood, a source may later be revised or an important piece of context may be missed. Financial products and regulations may also change after an article is published.
When MarketReview identifies a material factual error, the article should be corrected. A visible note may be added when the original error could have meaningfully affected a reader’s understanding or decision.
An update is different from a correction. If information was accurate when published and later changed, revising the article generally reflects a new development. If the information was wrong or materially misleading at publication, it is a correction.
Minor spelling, grammar and formatting changes may be made without a correction notice when they do not alter the substance.
Readers are encouraged to report possible errors through our Contact Us page. A useful report should identify the relevant article and disputed statement and, where possible, include an authoritative source or supporting documentation.
A disagreement with an editorial conclusion does not automatically prove a factual error. We will nevertheless consider whether the underlying facts were accurately represented, whether important context was omitted and whether opinion was clearly identified.
Readers can report possible errors through our Contact Us page. We review credible reports and correct material factual errors when they are confirmed. Broader responsibilities relating to writers, editorial independence and commercial relationships are addressed in our Editorial Policy.
