Sources and methods

The news articles on collarandlead are sourced from a curated list of published feeds and indexes of established news publications across North America. These publications cover the core subjects of the site: dog breeds, training methods, exercise needs, health, and daily care. Each incoming story is processed to extract its central factual claims and is automatically summarised. This summary is then rewritten for clarity and consistency with the site's plain style, before being published. The original publication is always credited as the source of the information.

When a factual statement appears in only a single source publication, it is treated with particular caution. Such information is clearly identified within the article text as being from a single report. It is not presented as established consensus and is excluded from the site's permanent reference pages until corroborated by further reporting from other independent publications.

The reference pages on breeds, training topics, activities, health conditions, puppy care, gear, and feeding are constructed differently. They are built from stable, widely corroborated facts drawn from multiple authoritative reports over time. These facts are presented in a structured table format, accompanied by a single credited photograph that is representative of the subject. This approach aims for utility and clarity, separating enduring reference material from daily news.

All news coverage and reference pages on collarandlead are subject to regular review and refresh. News articles are updated as new information from additional sources becomes available, with significant updates noted. The factual tables within reference pages are revised on a scheduled basis to incorporate new consensus information and to ensure continued accuracy, reflecting the evolving understanding of canine care.