Common ground for the wine trade
Find yourself in the graph.
Every winery, importer, distributor, shop, and restaurant is already mapped, with the source behind every connection. Search yourself, then claim your record.
The Wine Program Index
How America’s best restaurants actually drink.
51,227 wines · 14,653 producers · 137,134 venues · 110,227 connections
We read the wine lists (every bottle) and score the program: selection, range, depth. No human palate, just the bottles.
| # | Program | Score | Wines | Median |
|---|---|---|---|---|
| 1 | Stars | 95 | 1,621 | $235 |
| 2 | Caprice · TX | 90 | 474 | $90 |
| 3 | POPINA NYC LLC · NY | 90 | 701 | $99 |
| 4 | Quince | 88 | 1,412 | $685 |
| 5 | RED HOOK MEMORIAL POST NO 5195 · NY | 87 | 539 | $120 |
| 6 | Basilico Italian Restaurant Inc · NY | 87 | 442 | $105 |
Program Score v1 · computed from each restaurant’s observed list · browse all programs →
Wine programs, city by city.
Every venue we observe in a city, ranked by Program Score. Filter by score, cuisine, price, and type.
One record per wine. Every hand it passes through.
One resolved record per wine, linked to the producer, the importer, the distributor, and where to find it now, with the source behind every edge. Queryable by API or CLI.
- ProducerDomaine RoulotPublic record
- Export agentBecky Wasserman & CoFrancePublic record
- ImporterKERMIT LYNCH, WINE MERCHANTPublic record
- Distribution—
- AvailabilityUnknown
Live from the graph: Auxey-Duresses 1er Cru Rouge
Find your record. Claim it.
Everyone in the trade is already in the graph. Find yours, claim it free, and unlock the intelligence built for your side of the table.
Restaurants · flagship
92,844 in the graphProve your program, and benchmark it against the rooms you respect.
- Verified profile
- Competitive set
- Identity & coherence
- Discovery feed
Producers
14,653 in the graphOwn your record, and see everywhere your wine lands.
- Verified profile
- Full placement map
- Distributor accountability
Distributors
34,025 in the graphTurn the accounts carrying your book into a target list.
- Verified portfolio
- Account targeting
- Whitespace by producer
Wine shops
44,290 in the graphBenchmark your list, find your gaps, and source them.
- Verified profile
- Peer benchmark
- Whitespace finder
Resolve any catalog line.
The same entity-resolution engine that builds the graph, exposed as one POST endpoint: a canonical ID, verdict, confidence, and the full structured record.
$ curl -X POST https://api.winegraph.ai/v1/resolve \
-H "Authorization: Bearer wg_live_…" \
-d '{"raw":"2022 Overnoy Ploussard"}'
{
"canonicalId": "…",
"verdict": "auto_merge",
"score": 0.97,
"entity": {
"name": "…",
"wine": { "grapes": [{"grape":"ploussard"}], … }
}
}Where the data comes from.
We don’t ask you to take the data on faith. Every value carries its source, a confidence score, and the date we observed it, so you can check our work, fact by fact.
Provenance tiers
- Verified (first-party)Confirmed directly by the tenant. The highest-confidence, first-party record.
- Tech sheetProducer-published technical document (PDF or web). High confidence, directly from source.
- Producer siteScraped from the producer's public website. Reliable but not formally verified.
- Importer siteScraped from the importer's catalog or website. One step removed from the producer.
- COLA / government recordTTB Certificate of Label Approval or other official registry. Authoritative but limited in scope.
- Inferred (LLM research)Filled by language-model inference from multiple public sources. Useful, but verify before acting.
- Manual / operatorEntered or curated by a WineGraph operator. Authoritative within its scope; check the ref.
One graph. Every bottle, and everyone whose hands it passes through.
Producers, importers, distributors, shops, and restaurants, resolved into one shared map the whole trade can build on. Open to browse, queryable by API.