BurgReportGrand Cru Intelligence

Methodology

Trust labels come before price claims.

The backend is the source of truth. The frontend never fabricates prices, merchant quotes, confidence scores, source counts, or history — missing coverage is shown directly, not hidden.

Web-sourced price estimates

Prices come from public merchant listings via web search (OpenAI / Tavily), not a licensed market feed. They are unvalidated estimates, labeled as such, with a confidence that is capped below "authoritative" — verify with the merchant before relying on a number.

Estimated: unvalidated estimate parsed from public listings

Licensed / first-party feed (reserved)

The "Live" status is reserved for a future licensed or first-party data feed. It is deliberately NOT used for web-sourced prices today — we do not license Wine-Searcher or Liv-ex, and we will not present a web estimate as an authoritative market figure.

Live: licensed or first-party feed (reserved — not used for web-sourced prices)

Static reference context

Climat and vintage context from the local reference set, such as village, Côte, color, grape, size, and producer notes.

Reference: static climat or vintage context

Missing source coverage

If the backend does not return price history, merchant coverage, comparables, or a price range, the frontend shows the field as unavailable.

Unavailable: not enough source data

Illustrative previews

Used for homepage product previews and sample search links. Example content is not presented as market evidence.

Example: illustrative preview only

How this improves over time

As coverage improves, unavailable fields can become estimated fields without changing the trust model — and if we ever add a licensed feed, that data earns the reserved “Live” status, walled off from the web-sourced estimates. BurgReport labels each field by source status before making any pricing claim.