New editorial guide, published 17 October 2026. The historical sources linked below are preserved separately and are not represented as current product or service information.
An elegant sentence can make a weak claim feel settled. A confident verb, a neat percentage and a link at the end create the appearance of evidence even when the source supports something narrower. Editing for clarity should therefore begin before sentence polishing: identify what the sentence asks the reader to believe. This article proposes a small claim-checking routine for blogs and business pages. Its examples are invented and its ledger is an editorial tool, not a certification system. The aim is to make support and uncertainty visible, not to turn every ordinary paragraph into an academic paper.
Break the sentence into claims
Consider an invented sentence: our new onboarding guide reduced support questions by thirty percent and is now the easiest way to start. It contains several assertions. There is a new guide, support questions declined by a stated amount, the guide caused that decline and it is easiest for some unspecified population. A link to a monthly support total would not support all four. Copy the assertions into separate ledger rows. This makes it easier to keep the supported observation while removing an unsupported causal or comparative claim.
Include important implied claims. A heading such as trusted by specialists may imply approval by a group even if the paragraph merely mentions that group. A historical capture date placed beside an unlabelled article can imply an original publication date. A photograph can imply a real employee or location. Checking only the body’s explicit factual sentences misses those signals. Review titles, captions, buttons, structured data and metadata alongside the prose. The reader encounters a page, not the editor’s private distinction between a careful paragraph and a careless heading.
Classify the support you actually have
Use simple categories: direct observation, calculation, external report, interpretation, recommendation and unknown. An observation should say what was observed and when. A calculation needs inputs and a method. An external report needs a source whose wording and scope you have inspected. An interpretation should not masquerade as a measured fact. A recommendation can be useful without claiming universal proof, provided its assumptions are clear. These categories are not a hierarchy in which every opinion is worthless; they are labels that help a reader understand the kind of statement being made.
Record the exact support location, not just a homepage address. If a documentation page changes, a section title, access date and brief note about the relevant statement can help future reviewers. Preserve permitted working evidence without collecting unrelated personal information. W3C’s PROV primer provides vocabulary for describing entities and the activities that produce or revise them. This article’s ledger is not a formal PROV implementation. It borrows the practical distinction between a source document, an editorial change and a resulting version, so those objects do not collapse into one vague idea of evidence.
Check whether the source matches the sentence
Read around the passage that seems relevant. A study about one task, population or time period may not justify a claim about all readers or current products. A vendor’s feature announcement establishes what the vendor announced; it does not independently prove every performance claim in the announcement. An archive copy establishes that wording was captured, not that the wording was true. If the support is narrower than the sentence, narrow the sentence. Adding more links that repeat the same unsupported assertion does not resolve the mismatch.
Keep attribution attached to uncertainty. A sentence can say that an organisation reported a result without adopting that result as independently verified. But attribution is not a magic shield for any dramatic statement. Ask whether the report is relevant, whether its method is available and whether publishing the claim would give readers a misleading impression of confidence. If the claim is not needed to complete the reader’s task, removing it may be better than surrounding it with complicated qualifications. Every additional factual assertion creates another maintenance obligation for the page.
Recalculate numbers from the inputs
For the invented support example, suppose the count falls from one hundred questions to seventy. The arithmetic decline is thirty divided by one hundred, or thirty percent. That calculation says nothing by itself about why the decline occurred. Perhaps fewer people started the product, perhaps classification changed, or perhaps the observation windows differed. Record counts, definitions and periods next to the calculation. If the original inputs cannot be recovered, do not preserve a precise percentage merely because it appeared in an earlier draft or has already been included in a graphic.
Watch the unit. Questions per customer, total questions and customers who asked at least one question are different measures. A change in one does not establish the same change in the others. Round only after calculating, and choose precision that the inputs can support. A number reported to several decimal places can look authoritative while hiding a tiny or inconsistent denominator. Ask a second reviewer to reproduce important calculations from the stated inputs. If they need an undocumented exclusion or a private explanation, the public wording probably needs more context.
Keep opinion useful and visibly bounded
A practical article often contains judgement: use a shorter introduction here, ask for consolidated feedback, or name the next decision explicitly. Explain the problem the recommendation addresses and the conditions under which it is useful. Do not invent a study to make ordinary editorial reasoning sound scientific. Equally, do not bury a concrete recommendation under so many caveats that the reader cannot act. A worked example can show the trade-off. Shortening a message may make its request easier to locate while removing background that another audience genuinely needs.
Distinguish a demonstration from a test result. An invented before-and-after example illustrates why an editor prefers one version; it does not measure reader performance. A real usability session would need its own description of participants, tasks and observations before supporting a broader conclusion. The same distinction applies to screenshots and sample dashboards. Label illustrative material where it appears. A disclosure far below the image may not correct an immediate impression that the page is showing real revenue, actual customers or a currently operating service.
Release with a correction path
Before publication, review unresolved ledger rows. Each should have a decision: obtain evidence, narrow the wording, attribute it accurately, label it as an example or remove it. Do not allow unknown to become approved simply because the design deadline arrives. Check that the public page still matches the reviewed draft, including its title and structured date fields. Preserve the original publication date for an existing article and describe meaningful later revisions separately. In this edition, new writing has its real publication date; historical capture records remain a different kind of metadata.
After release, keep a manageable correction record with the affected statement, the reason for the change and the updated version. A correction should repair the claim wherever it appears, including a summary or image caption, rather than only in the longest paragraph. Use recurring errors to improve the checklist: perhaps comparative claims need earlier review, or calculations need visible inputs. The ledger has done its job when it helps an editor make a defensible decision. It is not a badge proving that a page can never contain a mistake or become outdated.
References & further reading
From the recovered archive
- SEO Copywriting: 8 Techniques To Position Your Articles On Google · captured 1 June 2021
- How To Write A Really Effective Article For A Blog · captured 1 August 2021