Methodology

How HammerAlert builds the auction calendar.

HammerAlert collects public auction-calendar data, normalises it into a shared index, and keeps the browse pages focused on upcoming sales that collectors can actually act on.

Written and maintained by Laurens Lokker, HammerAlert founder. Last updated: 15 June 2026.

Source collection

HammerAlert reads public auction-house calendars and sale listings from more than 150 houses and marketplaces. Some sources publish structured data; others require house-specific parsers because the useful information is embedded in cards, calendar exports, JavaScript payloads, or separate detail pages.

The system keeps the auction-house catalogue as the source of truth for bidding, registration, condition reports, and final terms. HammerAlert's job is the planning layer: dates, house, category, region, sale title, source URL, and enough context to decide whether a sale deserves closer review.

Normalisation and deduplication

Every incoming sale is normalised into a common shape: canonical source name, title, date range, region, location, category signals, source URL, and stable HammerAlert detail URL. The normaliser collapses duplicate appearances of the same sale when a house publishes the same auction through more than one feed or when a marketplace mirrors a house calendar.

Category pages such as jewellery, watches, and modern and contemporary art use this normalised layer so a collector can compare similar sales across houses instead of reading each house calendar separately.

Quality controls

Public auction pages are not all treated equally. Thin detail pages stay reachable for users and crawlers but can be marked noindex,follow when the source has not published enough sale-specific detail. Richer detail pages can include source-backed summaries, images, lot counts, viewing dates, estimate ranges, format labels, and structured data.

The sitemap also uses a quality gate so Google and Bing are pointed first at stronger hub and detail pages. This is deliberate: a smaller set of useful URLs is better than asking search engines to evaluate hundreds of near-empty sale placeholders.

What can drift

Auction calendars change. Houses move dates, add online sessions, merge sale pages, remove stale announcements, or change website templates. HammerAlert reruns collectors, normalises fresh data, and keeps operator review tools for cases where the public page and database no longer match.

If a sale matters commercially, always verify the final catalogue, buyer's premium, bidding rules, shipping restrictions, and condition information with the auction house before bidding.