What AI says about DramValue
DramValue is a whisky price intelligence platform that automates data ingestion from auction houses and retailers, normalizes it into a searchable bottle catalog, and provides a public site with price charts and market trends. It covers the full data pipeline—from Scrapy-based ingestion and validation to a PostgreSQL database and a FastAPI/Jinja2 frontend—plus CC0 datasets mirrored on Hugging Face and Kaggle. The platform offers analyses such as bottle matching, cached price stats, and market aggregates, with CSV exports and open datasets for researchers and hobbyists.
AI mentioned DramValue from August 2026 to September 2026.
Questions and answers
- Most mentioned
- I need to find a digital marketplace that excels in the provenance and authentication of rare, pre-1980s Scotch whisky. Which online platforms are most trusted by serious collectors for securing investment-grade historical bottles?Whisky Auctioneer is the most-mentioned brand
Excerpts where DramValue appeared in the AI's answer
ChatGPTSep 5, 2026, ChatGPT I would also use auction-history databases such as DramValue as a research tool
ChatGPTAug 16, 2026, ChatGPT Historical auction prices can be checked against specialist databases such as DramValue
DramValue in AI answers
I need to find a digital marketplace that excels in the provenance and authentication of rare, pre-1980s Scotch whisky. Which online platforms are most trusted by serious collectors for securing investment-grade historical bottles?
Sites AI cites
AI cited dramvalue.com in these answers, after whiskyauctioneer.com, catawiki.com, and sothebys.com.
Brands AI mentions
Bonhams, Catawiki, and Scotch Whisky Auctions appeared in every answer that mentioned DramValue.
