The Mini Golf Canada Research Desk is an organizational byline operated by Nocturnal Devs. It identifies responsibility for source selection, data analysis, directory copy, planning guides, tools and corrections without inventing a named writer or implying that every venue was visited in person.

What the Research Desk does

How a source check works

Automated extraction, including Crawl4AI, helps retrieve and normalize source text. A parser looks for explicit mini-golf context around details such as hole counts, indoor or outdoor setting, seasonality, booking and on-site activities. The resulting page paraphrases narrow facts and links to the source; it does not republish raw pages.

A crawler failure is neutral. It does not prove that a venue closed or that a fact is false. Established ranking pages stay available while a stronger source is sought unless a current official source creates a direct conflict. Profiles known to represent a different business type are excluded from recommendations and search indexing while their URLs remain available for correction.

Original analysis

The Canada directory data report analyzes regional coverage, source levels and course-format signals in the site's own dataset. Method limits are published beside the results so a missing signal is not mistaken for a missing amenity.

Corrections and contact

Source-backed corrections are prioritized. Include the listing URL, requested change and a venue-controlled or local-authority source. Contact the Research Desk at nocturnaldevs@gmail.com or use the correction link on the listing. Ownership and technical responsibility remain with Nocturnal Devs.