Wine-Searcher scraper by region and appellation
Pricing
from $2.00 / 1,000 wine results
Scrape Wine-Searcher region and appellation pages, from Bordeaux to Napa Valley. Get each wine's popularity rank, critic score, average price with auto-detected currency, country, and label image. Export data, run via API, schedule runs, or integrate with other tools and AI workflows. By MrBridge
Wine
product_name
Optional
Full wine name with producer and origin, as shown on Wine-Searcher.
Wine Link
product_url
Optional
Direct link to the wine on Wine-Searcher.
Region
region
Optional
The wine's own region or sub-appellation, as shown in its row.
Country
country
Optional
Country of origin, detected from the row's flag icon. Empty when no flag is shown.
Label Image
label_image_url
Optional
Bottle label thumbnail URL. null when the row shows no label.
Popularity
popularity
Optional
Popularity rank within the page, kept verbatim for reading.
Popularity Score
popularity_score
Optional
The same rank as a sortable integer, with no separator and no ordinal suffix. A SMALLER number is a better rank. null when the row publishes no rank, never 0.
Critics Score
critics_score
Optional
Average score from professional critics.
Avg. Price (Selected Currency)
avg_price_converted
Optional
Average price per 750ml in the currency selected for the run. Collected in USD and converted from there, so the figure never depends on which locale the source page was served in. null when no trustworthy conversion was possible: no source price, an unparseable amount, a missing rate, or an unavailable rate feed.
Selected Currency
target_currency
Optional
ISO code the run was asked to convert to, USD by default. Always set on a delivered wine, even when the converted price is null.
Region (Page)
source_region
Optional
Country or region page name that produced the row.
Region Slug
source_region_slug
Optional
Slug of that country or region page.
Source
source_url
Optional
The country or region page URL that was scraped.
