Bol.com Scraper

Extract structured product data from bol.com — the largest online retailer in the Netherlands and Belgium. Search by keyword, crawl category/brand/series pages, or pass product URLs directly. Get prices, EAN-13 barcodes, ratings, sellers, stock, and full per-variant data in clean JSON.

Works on both the Dutch shop (bol.com/nl) and the Belgian shop (bol.com/be).

What it does

• Search any keyword and collect every product on the results pages
• Crawl category (/l/), brand (/pb/), and series (/serie/) listing pages
• Enrich each product with detail-page data: EAN-13, brand, weight, condition, buy-box price range, and full specifications
• Collect full reviews per product — every review with rating, title, body, date and helpful count, plus the rating distribution
• Collect all seller offers — every seller competing on a product, not just the buy-box winner
• Track prices across variants and sellers for repricing and competitive analysis
• Monitor ratings, review counts, stock, and sponsored placement

Input

Field	Type	Description
searchQuery	string	A single keyword to search (e.g. koffie, lego, airpods).
searchQueries	array	Several keywords in one run. Each becomes its own search.
startUrls	array	Bol.com URLs to crawl: search (/s/), category (/l/), brand (/pb/), series (/serie/) or product (/p/) pages.
country	string	nl (default) or be. Sets the shop for keyword searches.
maxResults	integer	Maximum items to return. 0 = unlimited. Default 50.
fetchDetails	boolean	Visit each product detail page for per-variant EAN-13, brand, weight, buy-box, specifications and a review sample. Default false.
fetchReviews	boolean	Collect the full review list and rating distribution per product. Visits the detail page. Default false.
fetchOffers	boolean	Collect every seller's offer per product, not just the buy-box. Visits the detail page. Default false.
maxReviewsPerProduct	integer	Cap on reviews collected per product when fetchReviews is on. Default 50.
proxyConfiguration	object	Optional. Leave empty to run without a proxy — the scraper escalates to residential automatically only if bol.com blocks a request.

Example — search the Dutch shop

{
  "searchQuery": "koffiebonen",
  "country": "nl",
  "maxResults": 100,
  "fetchDetails": false
}

Example — multiple keywords with full detail enrichment

{
  "searchQueries": ["nespresso cups", "dolce gusto", "senseo pads"],
  "country": "nl",
  "maxResults": 200,
  "fetchDetails": true
}

Example — crawl a category page on the Belgian shop

{
  "startUrls": [
    { "url": "https://www.bol.com/be/nl/l/koffie/13302/" }
  ],
  "maxResults": 300
}

Example — scrape specific products by URL

{
  "startUrls": [
    { "url": "https://www.bol.com/nl/nl/p/nescafe-dolce-gusto-lungo-48-koffiecups/9200000131373794/" }
  ],
  "fetchDetails": true
}

Example — full competitive intelligence (specs, reviews, all sellers)

{
  "searchQuery": "nespresso machine",
  "country": "nl",
  "maxResults": 50,
  "fetchDetails": true,
  "fetchReviews": true,
  "fetchOffers": true
}

Output

Every run writes one record per product to the dataset.

Listing fields (always present)

Field	Type	Description
type	string	"listing" or "detail".
productId	string	Bol.com product ID.
title	string	Product title.
url	string	Full product URL.
price	number	Current selling price in EUR.
priceCurrency	string	Always "EUR".
selectPrice	number|null	Select-deal price, if any.
unitPrice	number|null	Price per unit (per kg/litre/piece). null for items not sold by measure.
referencePrice	number|null	The "was" price (bol's most-shown price over 90 days), when discounted.
discountPercentage	number|null	Discount vs the reference or Select price, when discounted.
rating	number|null	Average review rating (0–5).
reviewCount	number|null	Number of reviews.
seller	string|null	Seller / retailer name (e.g. bol).
condition	string|null	New, Refurbished, Secondhand.
availability	string|null	Stock and delivery note.
deliveredWithin48h	boolean|null	Whether 48h delivery applies.
sponsored	boolean	Whether the placement is sponsored.
sustainable	boolean	Whether the product carries a sustainability label.
imageUrl	string|null	Largest available product image.
description	string|null	Product description text.
category	array	Category path, broadest first.
sourcePage	number	Result page the item came from.
sourceUrl	string	The listing URL it was found on.
domain	string	www.bol.com.
scrapedAt	string	ISO timestamp.

Detail fields (added when fetchDetails: true)

Field	Type	Description
gtin13	string|null	EAN-13 / GTIN-13 barcode.
brand	string|null	Brand name.
bestRating	number|null	Aggregate rating from the detail page.
lowPrice	number|null	Lowest buy-box price across offers.
highPrice	number|null	Highest buy-box price across offers.
offerCount	number|null	Number of offers.
images	array	All product images.
variants	array	Per-variant objects (see below).
specifications	array	Structured product specs as { name, value } pairs.
reviewSample	array	Up to 10 reviews: rating, title, body, date.
reviews	array	Full review list (when fetchReviews is on): rating, title, body, date, helpfulCount.
ratingDistribution	object	Per-star review counts (when fetchReviews is on).
offers	array	Every seller's offer (when fetchOffers is on): seller, price, condition, availability, offerType.

Each entry in variants contains: productId, name, url, gtin13, brand, weightGrams, price, priceCurrency, availability, condition, seller, imageUrl.

Example output (listing)

{
  "type": "listing",
  "productId": "9200000074456102",
  "title": "Douwe Egberts Aroma Rood Filterkoffie - 6 x 500 gram",
  "url": "https://www.bol.com/nl/nl/p/douwe-egberts-aroma-rood-filterkoffie-6-x-500-gram/9200000074456102/",
  "price": 59.94,
  "priceCurrency": "EUR",
  "unitPrice": 9.99,
  "rating": 4.7,
  "reviewCount": 437,
  "seller": "bol",
  "condition": "New",
  "availability": "Op voorraad. Voor 23:59 uur besteld, morgen in huis",
  "sponsored": false,
  "imageUrl": "https://media.s-bol.com/gLoBQyJ92Zqk/550x504.jpg",
  "category": ["Eten & Drinken", "Frisdrank, sap, koffie en thee", "Koffie", "Filterkoffie"],
  "sourcePage": 1,
  "domain": "www.bol.com",
  "scrapedAt": "2026-06-19T09:32:17.548Z"
}

Example output (detail variant)

{
  "gtin13": "8445290872197",
  "brand": "NESCAFÉ Dolce Gusto",
  "weightGrams": 1070,
  "price": 29.97,
  "priceCurrency": "EUR",
  "availability": "InStock",
  "condition": "NewCondition",
  "seller": "bol"
}

Example output (specifications, reviews, offers)

{
  "specifications": [
    { "name": "Soort koffie", "value": "Cups" },
    { "name": "Branding", "value": "Medium gebrand" }
  ],
  "ratingDistribution": { "5": 180, "4": 32, "3": 9, "2": 4, "1": 3 },
  "reviews": [
    { "rating": 5, "title": "Goede koffie", "body": "Zoals altijd een goede keuze.", "date": "2025-08-26", "helpfulCount": 3 }
  ],
  "offers": [
    { "seller": "bol", "price": 19.47, "condition": "New", "availability": "Op voorraad", "offerType": "STANDARD" },
    { "seller": "CoffeeStore", "price": 16.47, "condition": "New", "availability": "Op voorraad", "offerType": "STANDARD" }
  ]
}

Pricing

This actor uses pay-per-result pricing. You only pay for the results you receive.

• $0.002 per product listing (fetchDetails: false)
• $0.008 per product detail (fetchDetails: true — adds EAN-13, variants, specifications, buy-box range)
• $0.003 per product with full reviews (fetchReviews: true)
• $0.003 per product with all seller offers (fetchOffers: true)

Higher subscription tiers receive an automatic volume discount on every event.

Notes

• Bol.com applies bot protection that is tied to IP reputation. Small runs work without a proxy. For larger runs the actor automatically switches to a country-matched residential proxy when it detects a block — no configuration needed.
• Personal data is not collected. Review author names are excluded; only the rating, title, body, and date of a review are returned. Seller names are company names, not individuals.

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