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Wine-Searcher Region Scraper

Crawl Wine-Searcher region pages recursively, from countries down to individual appellations. Extract wine rankings, critic scores, grape varieties, and popularity data. Automatic pagination captures every wine, even deep in large regions. Perfect for building complete regional wine databases.

Key Features

  • Recursive sub-region crawling
  • Rankings, critic scores, grape varieties, popularity
  • Countries → regions → appellations hierarchy
  • Automatic pagination captures every wine in a region
  • JSON, CSV, Excel export

How It Works

The Wine-Searcher Region Scraper runs on the Apify platform and systematically crawls Wine-Searcher.com’s regional hierarchy, the most complete geographic classification of wines available online, covering virtually every wine-producing country, region, and appellation in the world.

You provide one or more Wine-Searcher region URLs as starting points. The scraper discovers all sub-regions linked from that page, follows them recursively, and extracts wine ranking data from each level. Pagination is handled automatically, so even appellations with hundreds of listed wines are fully captured, with no configuration on your end.

This recursive approach means you can start with a single country URL and end up with a complete hierarchical database of every ranked wine across all its regions and appellations, all in one run.

Use Cases

  • Wine database companies building or maintaining complete regional wine catalogs, using the recursive crawl to populate geographic hierarchies from country level down to individual appellations with complete ranking data.

  • Market research analysts studying regional wine trends by extracting ranking and pricing data across all appellations within a macro-region (e.g., all of Burgundy or the Rhone Valley), then analyzing score distributions, price tiers, and grape variety prevalence.

  • Wine fund managers identifying emerging appellations by comparing average critic scores and price levels across regions, spotting areas where quality-to-price ratios suggest undervaluation relative to neighboring appellations.

  • Travel and hospitality companies creating data-driven wine tourism guides by mapping appellation-level data (top-ranked wines, dominant grape varieties, average price points) to geographic regions for interactive destination planning tools.

Input & Output

Example Input:

{
  "startUrls": [
    "https://www.wine-searcher.com/regions-burgundy"
  ],
  "maxDepth": 3,
  "maxItems": 500,
  "outputFormat": "json"
}

Example Output (single record):

{
  "rank": 1,
  "wineName": "Domaine de la Romanee-Conti Romanee-Conti Grand Cru",
  "vintage": "N.V.",
  "region": "Burgundy",
  "subRegion": "Cote de Nuits",
  "appellation": "Romanee-Conti",
  "country": "France",
  "criticScore": 98,
  "averagePrice": 22450.00,
  "currency": "USD",
  "merchantCount": 142,
  "grapeVarieties": ["Pinot Noir"],
  "popularity": "Top 0.1% worldwide",
  "regionUrl": "https://www.wine-searcher.com/regions-romanee+conti",
  "wineUrl": "https://www.wine-searcher.com/find/drc+romanee+conti"
}

Data Fields

FieldTypeDescription
ranknumberPosition in the regional ranking
wineNamestringFull wine name (producer + cuvee + classification)
vintagestringVintage year, or “N.V.” for non-vintage aggregations
regionstringTop-level wine region
subRegionstringIntermediate geographic zone
appellationstringSpecific AOC/AOP appellation
countrystringCountry of origin
criticScorenumberAggregated critic score (0-100)
averagePricenumberAverage merchant price
currencystringPrice currency code
merchantCountnumberNumber of merchants listing this wine
grapeVarietiesarrayDominant grape varieties
popularitystringWine-Searcher popularity percentile
regionUrlstringWine-Searcher region page URL
wineUrlstringWine-Searcher wine detail page URL

Frequently Asked Questions

What does 'recursive sub-region crawling' mean?
The scraper starts from a top-level region page (e.g., France) and automatically discovers and crawls all nested sub-regions: from country to macro-regions (e.g., Bordeaux), then to specific appellations (e.g., Pauillac, Saint-Julien). You can set the depth level to control how deep the recursion goes, or let it crawl the full hierarchy.
Do I need to configure proxies or anything to run it?
No. Everything runs on the Apify platform with no configuration on your end: you give it a starting region URL and it returns the data, with no proxies to supply or settings to tune.
Can I scrape a single appellation instead of an entire country?
Yes. You can provide any Wine-Searcher region URL as a starting point, from a full country page down to a single appellation. If you start from an appellation, the scraper extracts all wine listings for that appellation with pagination. If you start higher, it crawls recursively through all child regions.
What kind of rankings does the scraper extract?
The scraper extracts Wine-Searcher's wine rankings within each region, including position, wine name, critic score, average price, number of merchants, grape varieties, and popularity metrics. These rankings reflect Wine-Searcher's aggregation of critic reviews and merchant data.
How much data can a single run produce?
A single country-level run (e.g., France or Italy) can produce tens of thousands of records depending on the depth and number of appellations. Each appellation page can contain hundreds of ranked wines. You can control output volume by limiting recursion depth, targeting specific sub-regions, or setting a maximum item count.
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