Jumbo Scraper

Jumbo Scraper extracts products from Jumbo (https://www.jumbo.com): prices, unit prices, deals (aanbiedingen) with start and end dates, EAN barcodes, organic flag, shelf life, badges, categories and stock status. It is the only Jumbo actor that reads the full catalog, and every run checks itself: it compares the products it read with Jumbo's own total and reports the result as coverage, which was 1 (17,272 of 17,272) in the last full run.

Price: $1.50 per 1,000 products. A full run reads all 17,272 products in about 70 seconds on Apify, with no proxy.

What does the Jumbo Scraper extract?

Data	Fields	Filled in last full run
Identity	externalId, name, brand, ean, gtins	100% id, name and brand, 99.8% barcode
Size	sizeText, packCount, quantity, unit	94.6% size text, 100% parsed quantity and unit
Price	price, currency, unitPrice, unitPriceUnit	99.8% price, 98.9% unit price
Deals	promoPrice, promoText, promoType, promoStart, promoEnd, promotions	11.2% of products had a deal (1,941), 10.6% with dates
Product facts	organic, badges, shelfLifeDays, nutriScore	100% organic flag (775 organic), 28.3% badges, 15.5% shelf life
Category	categoryPath, categoryIds, category	100%
Links and stock	url, imageUrl, inStock, availabilityLabel	100% url and stock flag, 99.8% image, 2.1% availability note

Last full run: 2026-11-04, 17,272 products, 91 requests, all HTTP 200.

Who uses the Jumbo Scraper?

• Price comparison sites load the full catalog and match it to Albert Heijn and other Dutch chains on ean.
• Brand and category managers follow their own and competing products' price, deals and presence at Jumbo per week.
• Retail and market analysts track Jumbo's prices, deal share and assortment across its 18 top-level categories.
• Deal apps and folder sites read this week's aanbiedingen with promoStart, promoEnd and the deal text.
• Food and sustainability apps filter on organic, shelfLifeDays and badges such as Van dichtbij (local) or Bekroond (award-winning).
• Developers who need a Jumbo product API without maintaining one call this actor from JavaScript, Python or REST.

How much does the Jumbo Scraper cost?

Pay per event. You pay for products written to the dataset and a tiny start fee. Platform usage is included.

Event	Price
Product written to dataset	$0.0015
Actor start	$0.00005 per run at the default 512 MB

Jumbo Scraper cost examples

Scenario	Products	Cost
Small test, maxItems: 100	100	$0.15
Keyword search, keywords: ["pindakaas"]	49	$0.07
Barcode lookup, 100 barcodes in one run	up to 100	up to $0.15
Deals only, onlyBonus: true	1,941	$2.91
Full catalog	17,272	$25.91
Full catalog every week, 4 runs a month	69,088	$103.63

Product counts are from runs on 2026-11-04. Set maxItems to cap any run. Set the run's maximum charge in Apify to cap spend; the actor stops cleanly when it is reached and reports how many products it got.

How do you configure the Jumbo Scraper?

Field	Type	Default	Meaning
keywords	array of strings	empty	Search for these words instead of reading the full catalog.
eans	array of strings	empty	Look up these barcodes instead of reading the full catalog, 8 to 14 digits.
onlyBonus	boolean	false	Keep only products with a deal, in any mode.
maxItems	integer	100000	Stop after this many products. The default covers the full catalog.
minItems	integer	1	Fail the run if fewer products were found.

With keywords and eans empty, the actor reads the full catalog.

How do you scrape the full Jumbo catalog with the Jumbo Scraper?

Use it for a complete Jumbo product list: price monitoring, matching, or a weekly snapshot. Leave the input empty. The actor reads Jumbo's whole product list, 200 products per request, compares the count with Jumbo's own total, and reads the list once more if it came up short.

{}

How do you search Jumbo by keyword with the Jumbo Scraper?

Use it when you need a product group, not the whole store. One Jumbo search runs per keyword, with all result pages; halfvolle melk returned 44 products and pindakaas 49, one request each. Any number of keywords fits in one run.

{
    "keywords": ["halfvolle melk", "pindakaas"]
}

How do you look up Jumbo products by EAN barcode with the Jumbo Scraper?

Use it to check the price and deal of products you already know. A product is returned only when its own barcode matches. Leading zeros are optional: 8712800001386 and 08712800001386 find the same product. A barcode Jumbo does not sell gives no item and expected: 0 in the run summary.

{
    "eans": ["8712800001386", "4014071692718"]
}

How do you get only Jumbo aanbiedingen with the Jumbo Scraper?

Use it to track deals. onlyBonus keeps products with a product deal and works with every mode. Delivery discounts (bezorgkorting) do not count. On the full catalog it still reads all products and stores those on a deal: 1,941 in the last run.

{
    "onlyBonus": true
}

Which fields does the Jumbo Scraper output?

Source: Jumbo = Jumbo's value unchanged. Derived = computed by this actor. Fixed = same in every item. Input = from your input. Missing values are null, never an empty string.

Field	Source	Meaning
chain	Fixed	Always jumbo.
store	Fixed	Always null: webshop prices are national.
externalId	Jumbo	Jumbo product id, such as 293407STK.
ean	Jumbo	Barcode as Jumbo lists it, mostly EAN-13.
gtins	Derived	The barcode in a list, for the same field on other chains.
name	Jumbo	Product name.
brand	Jumbo	Brand.
sizeText	Jumbo	Pack size as Jumbo states it, such as 4 x 75 g; when Jumbo states none, the size at the end of the name.
packCount	Derived	Units in a multipack, read from sizeText; 1 when not a multipack.
quantity	Derived	Size of one unit: 4 x 75 g gives 75. From Jumbo's net content when there is no size text.
unit	Derived	Unit of quantity: g, kg, ml, cl, l, stuk, wasbeurt, and so on.
price	Jumbo	Regular price in EUR.
currency	Fixed	Always EUR.
unitPrice	Derived	Regular price per kg, litre, piece or wash load in EUR.
unitPriceUnit	Jumbo	Unit of unitPrice: kg, l, pieces or wb (wash load).
promoPrice	Jumbo	Price of one item on the deal, when Jumbo states one.
promoText	Jumbo	The deal as shown, such as 1+1 gratis, 2 voor 5,00 or voor 4,99.
promoType	Jumbo	Kind of deal: Week (weekly folder), Seizoen (seasonal) or Nvt (standing, such as Kies & Mix).
promoLabels	Fixed	Always null on Jumbo; kept for the same field on other chains.
promoStart	Jumbo	First day of the deal, YYYY-MM-DD.
promoEnd	Jumbo	Last day of the deal, YYYY-MM-DD.
promotions	Jumbo	Every deal on the product: id, type, text, title (what it covers), subtitle, start, end, kiesAndMix, maxQuantity.
organic	Derived	true when the product is in Jumbo's organic (biologisch) filter or its name says bio, biologisch or organic.
nutriScore	Jumbo	Always null today: Jumbo leaves it empty.
badges	Jumbo	Jumbo's badges, such as Goedkoopje, 10+ dagen houdbaar, Diepvries, Van dichtbij or Bekroond.
shelfLifeDays	Derived	Minimum days the product keeps, from the houdbaar badge.
categoryPath	Derived	Category path from top level to leaf, such as Diepvries/IJs/Schepijs/Unieke smaken schepijs.
categoryIds	Jumbo	Jumbo category ids from top level to leaf.
category	Jumbo	Top-level category.
url	Jumbo	Product page on jumbo.com.
imageUrl	Jumbo	Product image, 360 x 360 px.
inStock	Jumbo	true when the product can be ordered online.
availabilityLabel	Jumbo	Availability note, such as Voorlopig niet leverbaar or Vanaf 2 dec leverbaar.
searchTerm	Input	The keyword or barcode that found the product; null in full-catalog mode.
scrapedAt	Fixed	Time the product was read, ISO 8601.

Jumbo Scraper output example

{
    "chain": "jumbo",
    "store": null,
    "externalId": "351769CUP",
    "ean": "8711327371002",
    "gtins": ["8711327371002"],
    "name": "Ben & Jerry's IJs Half Baked 465 ml",
    "brand": "Ben & Jerry's",
    "sizeText": "406 g",
    "packCount": 1,
    "quantity": 406,
    "unit": "g",
    "price": 7.99,
    "currency": "EUR",
    "unitPrice": 17.18,
    "unitPriceUnit": "l",
    "promoPrice": 4.99,
    "promoText": "voor 4,99",
    "promoType": "Week",
    "promoLabels": null,
    "promoStart": "2026-11-04",
    "promoEnd": "2026-11-10",
    "promotions": [
        {
            "id": "3022153",
            "type": "Week",
            "text": "voor 4,99",
            "title": "Ben & Jerry's",
            "subtitle": "Alle bekers à 427-465 ml",
            "start": "2026-11-04",
            "end": "2026-11-10",
            "kiesAndMix": false,
            "maxQuantity": null
        }
    ],
    "organic": false,
    "nutriScore": null,
    "badges": ["Diepvries"],
    "shelfLifeDays": null,
    "categoryPath": "Diepvries/IJs/Schepijs/Unieke smaken schepijs",
    "categoryIds": ["SG6", "SG6HG3", "SG6HG4_1", "1562147214202"],
    "category": "Diepvries",
    "url": "https://www.jumbo.com/producten/ben-jerry-s-ijs-half-baked-465-ml-351769CUP",
    "imageUrl": "https://www.jumbo.com/dam-images/fit-in/360x360/Products/8711327371002_1790317843723_08711327371002_H1N1.png",
    "inStock": true,
    "availabilityLabel": null,
    "searchTerm": null,
    "scrapedAt": "2026-11-04T16:01:33.922Z"
}

How does the Jumbo Scraper report on its run?

Every run saves a SUMMARY record in its key-value store. From the last full run:

{
    "mode": "catalog",
    "itemsPushed": 17272,
    "distinctIds": 17272,
    "productsRead": 17272,
    "expectedTotal": 17272,
    "coverage": 1,
    "organicCount": 634,
    "stoppedAtChargeLimit": false,
    "blocked": false,
    "durationSec": 63,
    "requests": 91,
    "secondPassRequests": 0,
    "statusCodes": { "200": 91 },
    "errors": [],
    "retries": [],
    "categories": [{ "name": "Koek, snoep, chocolade en chips", "collected": 2021 }],
    "searches": []
}

Field	Meaning
itemsPushed, distinctIds	Products stored. Only products Apify accepted count.
productsRead	Distinct products read from Jumbo, including those left out by onlyBonus, maxItems or your charge limit.
expectedTotal	Jumbo's own product count. null in search mode.
coverage	productsRead / expectedTotal. null in search mode.
organicCount	Products in Jumbo's organic filter. null when the filter could not be read; organic is then null.
categories	Products read per top-level category.
searches	In search mode, Jumbo's count and the collected count per keyword or barcode.
secondPassRequests	Requests spent re-reading a list that came up short.
stoppedAtChargeLimit	true when the run stopped at your maximum charge.
blocked	true when Jumbo refused twice in a row (HTTP 403); the run then fails with the products it already had.
statusCodes, retries, errors	Every HTTP status received, every retry with its reason, and requests that failed after 3 retries.

A full-catalog run is suspect when coverage is below 1 while stoppedAtChargeLimit is false, when blocked is true, when statusCodes holds anything other than 200, or when organicCount is null. Set minItems to make a bad run fail outright.

How does the Jumbo Scraper compare to other Jumbo scrapers?

	Jumbo Scraper	studio-amba/jumbo-scraper	harvestedge/dutch-supermarkets-all-11
Price per 1,000	$1.50	from $2.00, plus $0.02 per run	$5.00
Full catalog	yes, default	no, one keyword per run	no, keyword search
Keywords per run	any number	one	any number, on 11 chains
Barcode lookup	yes, exact, eans	no	no
EAN in output	yes	yes	no
Deal start and end dates	yes	no	no
Deal type, Kies & Mix	yes	no	no
Organic flag, shelf life, badges	yes	no	no
Deals-only filter	yes	no	no
Completeness check against Jumbo's count	yes, every run	no	no
Proxy	none needed	NL residential, required	not stated

Figures read from each actor's public page on 2026-11-04.

Things to know about Jumbo data from the Jumbo Scraper

• Jumbo's deal week runs Wednesday to Tuesday. In the run of Wednesday 2026-11-04, 887 products had a deal from Wednesday 4 to Tuesday 10 November, 440 to 17 November and 208 to 1 December.
• unitPrice is the regular unit price. On a deal Jumbo shows the deal unit price: Jumbo Wortelen 1 kg costs 1.39, on offer for 0.99, and Jumbo shows 0.99 per kg. The actor scales it back to 1.39, as for Albert Heijn. Divide promoPrice by the size for a deal unit price.
• Most deals have no promoPrice. Only 332 of 1,941 deals state one. Multi-buy deals such as 1+1 gratis (447 products), 2e halve prijs (242) or 2 voor 5,00 (130) leave the single price unchanged; the deal is in promoText.
• Delivery discounts are left out. Jumbo lists € 1,50 bezorgkorting and similar on 333 products as promotions; they are no product deal, so they appear in no deal field and not with onlyBonus.
• Some deals are campaigns. 82 products carry Extra spaarzegel spellen · Bij 2 stuks, extra stamps, which Jumbo files as a weekly deal.
• Standing deals have no dates. 112 products have a Kies & Mix or other standing deal, with promoStart and promoEnd null.
• 43% of products have no pack size from Jumbo. sizeText then holds the size at the end of the name. Jumbo's pack size can differ from the name: Ben & Jerry's Half Baked 465 ml has a pack size of 406 g.
• Weighed products have in-store barcodes. 405 products with an id ending in KGR are sold by approximate weight (ca. 150 g); 615 barcodes start with 2, a code for the shop, not a brand barcode.
• 26 products show a price of 0 on Jumbo. Their price is null.
• Organic is Jumbo's organic filter plus the product name. Jumbo has no organic field, and its organic filter (634 products) misses products its own names call organic, such as Jumbo Biologische Zwarte Bonen. The actor adds those named bio, biologisch or organic: 141 more, 775 in all. Bin bags named biologisch (biodegradable) are left out. organicCount in the summary is the filter's own count.
• Jumbo gives no Nutri-Score. The field exists in Jumbo's API and is empty on every product, so nutriScore is always null.
• inStock means orderable online. 364 products could not be ordered: 335 Voorlopig niet leverbaar, 29 available from a later date.
• Prices are national webshop prices. store is always null.

Is it legal to use the Jumbo Scraper?

This actor reads publicly available data only. Jumbo product data contains no personal data. It sends one request at a time and does not bypass any login or paywall. You are responsible for how you use the data, including any terms that apply to you. See Apify's guide to web scraping legality.

Frequently asked questions about the Jumbo Scraper

Can I get Jumbo products as CSV or Excel?

Yes. Every run's dataset downloads as CSV, Excel, JSON or XML from Apify, or through the API.

How often should I run it?

Jumbo's deals change every Wednesday. Run the full catalog once a week, on Wednesday, for that week's prices and aanbiedingen.

Does it need proxies?

No. Requests go straight from Apify to Jumbo, one at a time: a full catalog read from Apify got HTTP 200 on all 87 catalog requests. Where other Jumbo actors require a Dutch residential proxy, this one has no proxy cost at all. If Jumbo answers 403, the actor pauses 60 seconds and tries once more; a second 403 ends the run with blocked: true and the products it already had.

Can I schedule it and send results somewhere?

Yes. Use Apify Schedules, and a webhook or integration to send each run's dataset to your database, Google Sheets, Slack or Notion.

Does it work with the Apify API and SDK?

Yes. Any Apify client (JavaScript, Python, REST) can start the actor and read the dataset.

Is there an official Jumbo API?

No public one. Jumbo's webshop uses a GraphQL API that is not documented for outside use. This actor reads it for you and returns a stable set of fields, so you do not maintain the integration.

Can I get the Jumbo aanbiedingen of this week?

Yes. Run with onlyBonus: true on a Wednesday or later. Each deal carries promoStart and promoEnd; weekly folder deals have promoType Week.

Is there a downloadable list of all Jumbo products?

Each full run produces one: 17,272 products in the last run, with prices, barcodes and categories, downloadable as CSV, Excel or JSON. Schedule it weekly to keep it current.

Can I compare Jumbo prices with Albert Heijn?

Yes. The Albert Heijn Scraper by Sleep Mode Systems outputs the same fields. Match products on ean (Albert Heijn writes it with a leading zero, so compare without leading zeros), compare sizes with packCount, quantity and unit, and prices with unitPrice.

Which Jumbo products cannot be delivered?

Those with inStock: false. availabilityLabel says why: Voorlopig niet leverbaar (335 products) or Vanaf <date> leverbaar (29 products).

Does it cover Jumbo Belgium?

No. It reads the Dutch webshop (jumbo.com). Jumbo's Belgian site has not been tested.

Other scrapers by Sleep Mode Systems

Actor	What it extracts	Price per 1,000
Jumbo Scraper	Jumbo products: prices, deals with dates, EAN, organic	$1.50	you are here
Albert Heijn Scraper	Albert Heijn products: prices, Bonus deals, EAN, Nutri-Score	$1.00
Dirk Scraper	Dirk products: prices, next week's deals, EAN, Nutri-Score	$2.00
PLUS Scraper	PLUS products: prices, deals with dates, EAN, Nutri-Score, vegan	$1.50
DekaMarkt Scraper	DekaMarkt products: prices, next week's deals, EAN, organic	$2.00
Hoogvliet Scraper	Hoogvliet products: prices, next week's deals, EAN, ingredients, vegan	$2.00
Vomar Scraper	Vomar products: prices, every EAN barcode, BIO, categories	$1.00
Poiesz Scraper	Poiesz products: prices, deals with dates, EAN, deposit, ingredients	$1.50
Ekoplaza Scraper	Ekoplaza products: prices, next week's deals, EAN, allergens, Ekoscope	$2.00
Aldi NL Scraper	Aldi products: prices, next week's deals, special buys, seals	$1.00

All of them share the same output fields, so you can combine their datasets directly. The Aldi NL Scraper adds articleNumber, description, specialBuy, vegan, vegetarian, ageRestriction and priceDate, and has no barcodes; the Ekoplaza Scraper adds articleNumber, vegan, vegetarian, ekoscope, origin, shelfLifeDays, ageRestriction, soldByWeight, detailsDate, description, ingredients, allergens, mayContain, freeFrom, nutrition and priceDate; the Poiesz Scraper adds promoDescription, deposit, depositAmount, ageRestriction, alcoholPercentage, purchaseLimit, soldByWeight, detailsRead, detailsDate, ingredients, allergens, mayContain, freeFrom, nutrition and storage; the Vomar Scraper adds soldByWeight, and fills gtins with every barcode Vomar lists; the Hoogvliet Scraper adds promoDescription, vegan, vegetarian, shelfLifeDays, ageRestriction, soldByWeight, ingredients, nutrition, storage, origin, alcoholPercentage and priceDate; the DekaMarkt and Dirk Scrapers add soldByWeight and priceDate; PLUS adds vegan, vegetarian, deposit, storeOnly, detailsRead and detailsDate; Jumbo adds promotions and shelfLifeDays. Category ids are text on Jumbo, Dirk, DekaMarkt, Hoogvliet, Vomar, Poiesz, Ekoplaza and Aldi, numbers on Albert Heijn, and not given by PLUS.

Support for the Jumbo Scraper

Questions, a missing field, or a custom pipeline on top of this data: write to Imad at imad@sleepmodesystems.com. Bugs go in the Issues tab of this actor.