GEO Practical insights
Refresh a cited statistics page without losing context
Update statistics with dated editions, clear methods and correction histories so readers can distinguish new findings from evidence behind older citations.
A statistics page can remain cited after its headline numbers change. If updates silently replace the underlying evidence, readers may be unable to reconstruct an older claim. Maintain a clear relationship between the current summary and the historical finding.
Treat each figure as a documented claim
Record the source, population, period, denominator and any transformation you applied. Keep estimates separate from measured observations. Before updating a number, check whether the new source measures the same thing. A larger percentage from a different population is not necessarily a trend.
Choose an edition strategy
Keep a current overview at a stable URL and link to dated editions when readers need historical evidence. Explain material changes in method or scope. Avoid changing only the visible year while leaving old data underneath. Where a prior claim was wrong, publish a clear correction rather than describing it as an ordinary refresh.
Preserve useful references
Check internal links, downloadable charts and citations in related articles. Update them when they are intended to describe the current state; retain a dated reference when discussing history. Make the publication and substantive update dates understandable to readers.
Review the page as a source user
Can someone identify which figure supports a quoted statement and when it applied? Can they distinguish an observed change from a methodological change? Those questions matter more than adding a fresh date for appearance. A well-maintained statistics page supports responsible reuse, whether the next reader is a journalist, marketer or someone arriving through an AI answer.
Sources and evidence
Sources checked on 4 October 2026. Proposed workflows and hypothetical examples are editorial analysis.
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