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.

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🚀 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.

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📥 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"
    ]
  }
}

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📤 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."
}

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🛠️ 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.

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