LotScout
LotScout is a web app (with a lightweight mobile companion) that helps collectors and small dealers track auction lots across major houses and regional auctions, then flags potential mispriced opportunities. Users create watchlists by artist, medium, size, period, and budget, and the app aggregates upcoming lots, estimate ranges, condition notes, and sale history where available. A built-in “comps” view shows recent comparable sales and highlights estimate-to-comp gaps, but it’s honest about uncertainty and data quality. It also provides calendar reminders, bidding checklists, and post-sale tracking to learn what your strategy missed. This is a combination traditional + AI app: AI is used for normalizing messy catalog text, matching comparable works, and summarizing condition reports into plain language. It’s not a magic price oracle; it’s a workflow tool that saves time and reduces avoidable mistakes.