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Vivino Scraper: Reviews & Taste Profile Extractor

This Apify Actor is a high-performance SEO-optimized tool designed to extract comprehensive wine data directly from Vivino. It bypasses complex anti-scraping measures by utilizing the internal Vivino API, providing you with structured data including user reviews, ratings, and detailed taste profiles.

🚀 Features

• Review Extraction: Get thousands of user reviews including ratings, notes, and dates.
• Taste Profile Analysis: Extract flavor notes (tannin, acidity, alcohol levels) if available.
• User Insights: Scrape reviewer details like alias, follower count, and total ratings.
• SEO Data: Collect regional info, winery statistics, and vintage details.
• High Performance: Built with CheerioCrawler and optimized for residential proxies to avoid blocks.

📥 Input Example

The scraper requires specific wine URLs and a proxy configuration. For the best results, Residential Proxies are highly recommended.

{
"wineUrls":[
"https://www.vivino.com/w/1168128?year=2019"
],
"totalReviewsToGet":150,
"includeTasteProfile":true,
"proxyConfiguration":{
"useApifyProxy":true,
"groups":[
"RESIDENTIAL"
]
}
}

📤 Output Example

The data is delivered in a clean JSON format. Each item represents a single review tied to the specific wine and vintage.

{
"wineId":"1168128",
"year":"2019",
"originalUrl":"https://www.vivino.com/w/1168128?year=2019",
"id":69996090,
"rating":3.5,
"note":"Apple, pear, butter, notes of citrus and white pepper, with hints of minerals. Harmonic and refreshing. It doesn't bring some interesting or unique experience, however, it's definitely enjoyable.",
"language":"en",
"created_at":"2017-06-05T15:55:21.000Z",
"user":{
"id":10302787,
"seo_name":"chizzanoua",
"alias":"Vasil B",
"is_featured":false,
"is_premium":false,
"visibility":"all",
"image":{
"location":"//images.vivino.com/avatars/pm9O4S2YTbm0H5kVHd345Q.jpg",
"variations":{
"large":"//thumbs.vivino.com/avatars/pm9O4S2YTbm0H5kVHd345Q_300x300.jpg",
"small_square":"//thumbs.vivino.com/avatars/pm9O4S2YTbm0H5kVHd345Q_50x50.jpg"
}
},
"background_image":{
"location":"//images.vivino.com/users/backgrounds/0-NOqxRrTBSRWSomT63ABw.jpg",
"variations":{
"large":"//thumbs.vivino.com/backgrounds/0-NOqxRrTBSRWSomT63ABw_1200x400.jpg",
"medium":"//thumbs.vivino.com/backgrounds/0-NOqxRrTBSRWSomT63ABw_600x200.jpg",
"small":"//thumbs.vivino.com/backgrounds/0-NOqxRrTBSRWSomT63ABw_140x60.jpg"
}
},
"language":"uk",
"relationship":{
"is_followed_by_me":false,
"is_following_me":false,
"follow_requested":false,
"ignored_my_follow_request":false,
"requested_to_follow_me":false,
"follow_ignored_by_me":false,
"is_blocked_by_me":false,
"is_blocking_me":false
},
"statistics":{
"followers_count":2373,
"followings_count":953,
"ratings_count":3264,
"ratings_sum":12863.8,
"reviews_count":3029,
"purchase_order_count":4
}
},
"vintage":{
"id":20124383,
"seo_name":"j-l-quinson-les-ribelottes-bourgogne-chardonnay-2014",
"name":"J. L. Quinson Les Ribelottes Bourgogne Chardonnay 2014",
"statistics":{
"status":"Normal",
"ratings_count":46,
"ratings_average":3.4,
"labels_count":616,
"reviews_count":18
},
"organic_certification_id":null,
"certified_biodynamic":null,
"image":{
"location":"//images.vivino.com/labels/s-yJaJhhTfy5Wr9Adbc3TA.jpg",
"variations":{
"large":"//images.vivino.com/thumbs/s-yJaJhhTfy5Wr9Adbc3TA_375x500.jpg",
"medium":"//images.vivino.com/thumbs/s-yJaJhhTfy5Wr9Adbc3TA_150x200.jpg",
"medium_square":"//images.vivino.com/thumbs/s-yJaJhhTfy5Wr9Adbc3TA_150x150.jpg",
"small_square":"//images.vivino.com/thumbs/s-yJaJhhTfy5Wr9Adbc3TA_80x80.jpg"
}
},
"wine":{
"id":1168128,
"name":"Les Ribelottes Bourgogne Chardonnay",
"seo_name":"les-ribelottes-bourgogne-chardonnay",
"type_id":2,
"vintage_type":0,
"is_natural":false,
"region":{
"id":385,
"name":"Bourgogne",
"name_en":"Burgundy",
"seo_name":"bourgogne",
"country":{
"code":"fr",
"name":"France",
"native_name":"France",
"seo_name":"france",
"currency":{
"code":"EUR",
"name":"Euros",
"prefix":"€",
"suffix":null
},
"regions_count":1309,
"users_count":7459943,
"wines_count":459303,
"wineries_count":69220,
"most_used_grapes":[
{
"id":14,
"name":"Pinot Noir",
"seo_name":"pinot-noir",
"has_detailed_info":true,
"wines_count":572334,
"parent_grape_id":null
},
{
"id":5,
"name":"Chardonnay",
"seo_name":"chardonnay",
"has_detailed_info":true,
"wines_count":604208,
"parent_grape_id":null
},
{
"id":10,
"name":"Merlot",
"seo_name":"merlot",
"has_detailed_info":true,
"wines_count":566719,
"parent_grape_id":null
}
]
},
"parent_id":null,
"background_image":{
"location":"//images.vivino.com/regions/backgrounds/B_R9c4eLQCuo7Nqjbii6WQ.jpg",
"variations":{
"large":"//thumbs.vivino.com/region_backgrounds/B_R9c4eLQCuo7Nqjbii6WQ_1280x760.jpg",
"medium":"//thumbs.vivino.com/region_backgrounds/B_R9c4eLQCuo7Nqjbii6WQ_600x356.jpg"
}
},
"class":"VivinoAPI::Region",
"statistics":{
"wineries_count":5548,
"wines_count":23392,
"sub_regions_count":0,
"parent_regions_count":0
}
},
"vintage_mask":[
"2026"
],
"review_status":2,
"winery":{
"id":13491,
"name":"J. L. Quinson",
"seo_name":"j-l-quinson",
"status":0,
"review_status":"Completed",
"background_image":null,
"statistics":{
"ratings_count":14966,
"ratings_average":3.6,
"labels_count":193172,
"wines_count":93
}
},
"style":null,
"has_valid_ratings":false
},
"year":2014,
"grapes":null,
"has_valid_ratings":true
},
"activity":{
"id":186272927,
"statistics":{
"likes_count":16,
"comments_count":1
}
},
"flavor_word_matches":[
{
"id":276,
"match":"minerals"
},
{
"id":449,
"match":"white pepper"
},
{
"id":70,
"match":"butter"
},
{
"id":106,
"match":"citrus"
},
{
"id":315,
"match":"pear"
},
{
"id":9,
"match":"apple"
}
],
"tagged_note":"Apple, pear, butter, notes of citrus and white pepper, with hints of minerals. Harmonic and refreshing. It doesn't bring some interesting or unique experience, however, it's definitely enjoyable."
}

🛠️ How to Use

1. Direct URLs: Copy and paste the full Vivino wine link into the wineUrls list.
2. Set Limits: Define how many reviews you need via totalReviewsToGet.
3. Proxy: Ensure you select a Proxy (Residential) in the settings to ensure the scraper isn't challenged by AWS WAF.
4. Run: Click "Start" and watch the data populate in your dataset in real-time.

📈 Use Cases

• Market Research: Analyze consumer sentiment for specific vintages or regions.
• E-commerce: Enrich your own wine shop with authentic ratings and flavor profiles.
• Competitor Analysis: Track winery performance and regional trends.

Developed for high-reliability and speed. Happy Scraping! 🍷