Bol.com Scraper

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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).

👁 Bol.com Scraper

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

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)

Detail fields (added when fetchDetails: true)

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.

Related scrapers

Other scrapers in our General Marketplaces & Retail collection:

• eBay Scraper
• Walmart Scraper
• Allegro Scraper
• Shopify Products Scraper
• Amazon Seller Scraper

Run it on a schedule

This actor is built for repeat use. Set it to run daily, weekly, or hourly, and the data keeps flowing without you touching it.

• Schedule runs — open the actor, go to Schedules, and pick a cadence. Each run only charges you for the results it returns.
• Connect it to your stack — push results straight to Google Sheets, Slack, a webhook, or your database using Apify Integrations. No glue code needed.
• Pull results via API — every run writes a clean dataset you can fetch with one API call, ready for whatever you build on top of it.

Set it once and it runs on its own.

Need a custom scraper?

Unfenced Group builds Apify actors for any website — for free.

If the site you need isn't in our portfolio yet, just ask. We scope, build, and publish it at no cost to you. You only pay for results — we absorb the compute and proxy costs ourselves. Same pay-per-result pricing, same quality, same standards as every actor in this portfolio.

Get in touch: www.unfencedgroup.nl