About Comparepedia

Who uses it

Independent and non-affiliated

Comparepedia is not operated by Grokipedia, xAI, Wikipedia, or the Wikimedia Foundation. We link to source pages, display limited excerpts, and explain capture modes so readers can verify important claims directly.

For the technical collection process, read the methodology. For reuse and licensing guidance, read attribution and licensing.

Editorial responsibility

Comparepedia Editorial Team maintains the topic lists, research guides, source-handling rules, and corrections. Source excerpts and automated difference signals are generated by the comparison pipeline; they are not presented as independent fact checks.

Important claims should be confirmed on the linked source pages. To report an incorrect entity match, missing attribution, or factual problem, email legal@comparepedia.org.

Why comparison is necessary

A single summary can feel complete while leaving out a decisive date, relationship, controversy, or source. Reading two descriptions together makes those gaps easier to see. The goal is not to assume that difference means error; it is to turn a vague sense of uncertainty into a specific question that can be verified.

Comparepedia focuses on the lead layer because that is where many readers form an initial impression. The interface shows what each source foregrounds, how it names the entity, whether a usable source link exists, and which related topics may add context. Readers then move to the original pages and primary evidence.

What we publish

The site contains dynamic source comparisons, curated topic directories, and original editorial guides. Comparison cards contain limited attributed source material. Research guides, methodology explanations, quality criteria, correction procedures, and topic organization are maintained by the Comparepedia Editorial Team.

We do not publish a page merely because a search term exists. Curated comparison URLs must resolve to the intended entity and provide enough traceable material to help a reader. Incomplete pages can remain accessible for users while being excluded from search indexing until the source coverage improves.

Funding and commercial independence

Comparepedia may use clearly labeled advertising to support hosting, maintenance, and editorial work. Advertisers do not select comparison topics, control source order, review conclusions before publication, or purchase changes to entity mappings. Paid influence over editorial results would undermine the reason the tool exists.

Sponsored material, if introduced in the future, will be identified as sponsored and separated from ordinary comparisons. Advertising and data practices are explained in the Privacy Policy and Editorial Policy.

Limits and responsible use

Comparepedia is not a professional fact-checking service, legal adviser, medical adviser, investment adviser, or substitute for primary research. Source pages can change after capture, timestamps can be unavailable, and automated entity matching can fail. A comparison should guide further investigation rather than end it.

Claims affecting health, safety, money, legal rights, elections, or a person's reputation require stronger evidence than an encyclopedia summary. Readers should consult official records, primary documents, peer-reviewed work, or qualified professionals appropriate to the decision.

How readers can help improve the site

Useful reports identify the affected URL, explain the incorrect entity or wording, and link to a reliable supporting source. This allows the team to distinguish a Comparepedia mapping problem from an error on the original publisher's page and to choose the correct remedy.

Visit the Contact page to report a correction, broken link, privacy concern, or attribution issue. We welcome evidence-based criticism and review actionable reports without charging for corrections or accepting payment for favorable treatment.

Editorial principles in practice

We prioritize traceability over certainty. A useful page identifies where text came from, provides a route to the original context, and acknowledges when information is missing. We avoid universal source rankings because reliability changes by claim, topic, evidence quality, and time. The reader should be able to understand why a follow-up check is necessary.

Original guides are organized around real research tasks rather than keyword variations. Drafts are reviewed for factual anchors, structure, repetition, unsupported claims, and misleading implications. Automation can assist retrieval and organization, but it does not remove editorial responsibility for mappings, policies, explanatory text, or publication choices.

Commercial relationships do not override these standards. Corrections are based on evidence, source order is not sold, and an advertiser cannot purchase favorable treatment. The full standards and review process are documented in the Editorial Policy.

We also review whether older pages still describe the current service accurately. Plans that have been deferred are labeled as such, unsupported language variants are not promoted as finished translations, and pages that no longer provide reliable value can be revised, excluded from indexing, redirected, or removed. Maintaining trust sometimes means publishing fewer pages rather than preserving every historical URL.