Boozt Product Scraper [💰$1.8] — Nordic Fashion Prices & Stock

What does Boozt Product Scraper do?

Boozt Product Scraper extracts structured product data from boozt.com — including full descriptions and prices. It supports keyword search, location filters, and controllable result limits, so you can run the same query consistently over time. The actor also offers detail enrichment (full descriptions) where the source provides them.

How to use this actor

• 👉 Register for a free Apify account — no credit card required.
• 🎉 Just click Sign up free on Apify → and complete a quick signup.
• 💰 A free Apify account includes $5 in monthly credits — enough to test this actor.
• ⏳ Scrape during the free trial, with no commitment or upfront payment required.

Key features

• 💵 Structured pricing: structured price, originalPrice, currency and discount on every product — numbers you can sort and compare without parsing price text.
• 📦 Stock and availability: inStock and stockStatus on every product, so you can track what is actually buyable.
• 🏷️ Brand and identifiers: brand on every product, ready to join against your own catalog.
• 🗂️ Category path: categories place each product in boozt.com's own category tree.
• 🖼️ Image gallery: imageUrls with every image URL, not just the thumbnail.
• 🔍 Keyword search: search boozt.com by keyword with the query input, in the place you name in location.
• 🔗 Paste-mode: paste boozt.com search result URLs (the /dk/da/search/result?search_key=... pages) into startUrls; the store and search term are read from each URL.
• 📋 Detail enrichment: two-stage scraping — list first, then enrich each listing with the full detail-page payload. One input toggle controls the depth.
• ♻️ Incremental mode: daily runs emit only listings that are new or whose price/condition changed since last run. Perfect for inventory-diff dashboards and competitive pricing alerts. Saves 80–95% on recurring monitoring.
• 🔔 Notifications: telegram / Slack / Discord / WhatsApp / webhook alerts on each run. Combine with incremental to ping only when prices or inventory actually move.
• 📦 Compact mode: light payload with core fields only — comparable rows across listings without HTML or metadata overhead. Perfect for pricing dashboards.

What data can you extract from boozt.com?

Each result includes Core product fields (listingId, id, title, name, entityName, brand, location, and url, and more) and detail fields when enrichment is enabled (description, descriptionText, descriptionHtml, descriptionMarkdown, and detailFetched). In standard mode, all fields are always present — unavailable data points are returned as null, never omitted. In compact mode, only core fields are returned.

Enable detail enrichment in the input to get richer fields such as full descriptions where the source provides them.

Input

The main inputs are a search keyword, an optional location filter, and a result limit. Additional filters and options are available in the input schema.

Key parameters:

• query — Product search keywords, e.g. a product type or brand. Required if no startUrls provided.
• location — Boozt store as country/language, e.g. dk/da, se/sv, no/no, fi/fi. Defaults to dk/da.
• maxResults — Maximum total results (0 = unlimited). Boozt orders search results by relevance, not by date. With Incremental Mode on, a run only compares the first N results in that order, so new products ranked beyond N are not seen: set 0 to compare the full result set. (default: 100)
• startUrls — Paste Boozt search result URLs (https://www.boozt.com/dk/da/search/result?search_key=kjole). Each URL becomes its own search; the store and search term are read from the URL and results are deduplicated across URLs. Only the store and search term are used: any filter, sort or page parameters in the URL are ignored. When given, start URLs replace the search term and store fields. (default: [])
• includeDetails — Open each product page for description, material, categories and per-size availability with GTIN codes. (default: true)
• descriptionMaxLength — Truncate description to N chars. 0 = no truncation. (default: 0)
• compact — Core fields only (for AI-agent/MCP workflows). (default: false)
• excludeEmptyFields — Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards. (default: false)
• incrementalMode — Compare against previous run state. Only the first Max Results results (in Boozt's relevance order) are compared; set Max Results to 0 to track the full result set. stateKey is optional and defaults to a value derived from the search inputs (queries, locations, startUrls, country), so different searches never share state. (default: false)
• stateKey — Optional. Stable identifier for the tracked search universe. Leave empty to auto-generate from search inputs.
• emitUnchanged — When incremental, also emit records that haven't changed. (default: false)
• emitExpired — When incremental, also emit one row per product that is no longer found (changeType EXPIRED, with the product details remembered from earlier runs). Needs a full scan of the results, so the run reads every result page; rows count against Max Results and your cost limit. (default: false)
• ...and 15 more parameters

Input examples

Basic search — Keyword-driven search scoped to a city with a tight radius.

→ Full payload per result — all standard fields populated where the source provides them.

{
  "query": "kjole",
  "location": "dk/da",
  "maxResults": 50
}

Incremental tracking — Only emit products that changed since the previous run with this stateKey.

→ First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set emitUnchanged: true to include unchanged records as well.

{
  "query": "kjole",
  "maxResults": 200,
  "incrementalMode": true,
  "stateKey": "kjole-tracker"
}

Compact output for AI agents — Return only core fields for AI-agent and MCP workflows.

→ Small payload with the most important fields — ideal for piping into LLMs without token overhead.

{
  "query": "kjole",
  "maxResults": 50,
  "compact": true
}

Output

Each run produces a dataset of structured product records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

Example product record

{
  "listingId": "b8b4eab72ae84a6e77a5d8b4c0da953e29a06011687d9d180c2d2fc08c53df6c",
  "id": "32680499",
  "title": "FRCORY DR 2",
  "name": "FRCORY DR 2",
  "entityName": "Fransa",
  "brand": "Fransa",
  "location": "DK",
  "url": "https://www.boozt.com/dk/da/fransa/frcory-dr-2_32680499",
  "portalUrl": "https://www.boozt.com/dk/da/fransa/frcory-dr-2_32680499",
  "color": "PORT ROYALE",
  "price": 500,
  "currency": "DKK",
  "priceFormatted": "500 kr",
  "priceSek": 746.66,
  "dealPrice": 325,
  "dealDiscount": 35,
  "dealText": "325 kr med 35% Deal",
  "sizes": [
    "XS",
    "S",
    "M",
    "L",
    "XL",
    "... 1 more items"
  ],
  "inStock": true,
  "stockStatus": "good",
  "imageUrl": "https://image-resizing.booztcdn.com/fransa/fra20615388_cportroyale_v191627_10.webp?has_webp=1&version=004fc73af9873c7c3f65f4ca9ab26860",
  "imageUrls": [
    "https://image-resizing.booztcdn.com/fransa/fra20615388_cportroyale_v191627_10.webp?has_webp=1&version=004fc73af9873c7c3f65f4ca9ab26860",
    "https://image-resizing.booztcdn.com/fransa/fra20615388_cportroyale_v191627_1.webp?has_webp=1&version=1722ef93dc3cdabc6f5870f79806bd56",
    "https://image-resizing.booztcdn.com/fransa/fra20615388_cportroyale_v191627_11.webp?has_webp=1&version=db39b03d0f75c0a7e94dbe79b7ea82cb",
    "https://image-resizing.booztcdn.com/fransa/fra20615388_cportroyale_v191627_12.webp?has_webp=1&version=f512d96865084570c530a4de3e089e32",
    "https://image-resizing.booztcdn.com/fransa/fra20615388_cportroyale_v191627.webp?has_webp=1&version=b35236513b45c74d6fee3cb12b08e157"
  ],
  "eanId": 232084099,
  "gtin13": [
    "5715749846035",
    "5715749846011",
    "5715749846004",
    "5715749845991",
    "5715749846028",
    "... 39 more items"
  ],
  "variantId": 2154374048,
  "swatchId": 1022,
  "colorVariants": [
    {
      "id": 2154374048,
      "color": "PORT ROYALE",
      "inStock": true
    },
    {
      "id": 2154373905,
      "color": "HOT FUDGE",
      "inStock": false
    },
    {
      "id": 2154374107,
      "color": "GRAPE LEAF",
      "inStock": false
    },
    {
      "id": 2008383283,
      "color": "NIGHT SKY",
      "inStock": false
    },
    {
      "id": 2154374286,
      "color": "SALUTE",
      "inStock": false
    },
    "... 1 more items"
  ],
  "labels": [
    "35% Deal"
  ],
  "sponsored": false,
  "description": "Denne skjortekjole er fremstillet i blød fløjl og er et behageligt og stilfuldt valg til hverdagsbrug. Designet har en klassisk krave, knaplukning foran og lange ærmer, hvilket gør den til en alsidig...",
  "descriptionText": "Denne skjortekjole er fremstillet i blød fløjl og er et behageligt og stilfuldt valg til hverdagsbrug. Designet har en klassisk krave, knaplukning foran og lange ærmer, hvilket gør den til en alsidig...",
  "descriptionHtml": "<p>Denne skjortekjole er fremstillet i blød fløjl og er et behageligt og stilfuldt valg til hverdagsbrug. Designet har en klassisk krave, knaplukning foran og lange ærmer, hvilket gør den til en alsid...",
  "descriptionMarkdown": "Denne skjortekjole er fremstillet i blød fløjl og er et behageligt og stilfuldt valg til hverdagsbrug. Designet har en klassisk krave, knaplukning foran og lange ærmer, hvilket gør den til en alsidig...",
  "material": "100% bomuld",
  "categories": [
    "Kvinder",
    "Tøj",
    "Kjoler"
  ],
  "productGroupId": "FRA20615388",
  "sizeOffers": [
    {
      "size": "XS",
      "sku": "FRA20615388_230117500",
      "gtin13": "5715749846035",
      "available": true,
      "price": 250,
      "originalPrice": 500,
      "currency": "DKK"
    },
    {
      "size": "S",
      "sku": "FRA20615388_230117492",
      "gtin13": "5715749846011",
      "available": false,
      "price": 500,
      "currency": "DKK"
    },
    {
      "size": "M",
      "sku": "FRA20615388_230117488",
      "gtin13": "5715749846004",
      "available": true,
      "price": 250,
      "originalPrice": 500,
      "currency": "DKK"
    },
    {
      "size": "L",
      "sku": "FRA20615388_230117484",
      "gtin13": "5715749845991",
      "available": true,
      "price": 250,
      "originalPrice": 500,
      "currency": "DKK"
    },
    {
      "size": "XL",
      "sku": "FRA20615388_230117496",
      "gtin13": "5715749846028",
      "available": false,
      "price": 500,
      "currency": "DKK"
    },
    "... 39 more items"
  ],
  "searchQuery": "kjole",
  "contentQuality": "full",
  "detailFetched": true,
  "scrapedAt": "2026-10-09T10:40:19.573Z",
  "source": "boozt.com",
  "contentHash": "b64e446ef7e8e902f676fe0659cd2488ab671690b8960f0fcd5936cb73ac77ba",
  "isRepost": false
}

Incremental fields

When incremental mode is on, each record also carries:

• changeType — one of NEW, UPDATED, UNCHANGED, REAPPEARED, EXPIRED. Default output covers NEW / UPDATED / REAPPEARED; set emitUnchanged: true or emitExpired: true to opt into the others.
• isRepost, repostOfId, repostDetectedAt — populated when a new listing matches the tracked content of a previously expired one. Set skipReposts: true to drop detected reposts from the output.

How to scrape boozt.com

1. Go to Boozt Product Scraper in Apify Console.
2. Enter a search keyword and optional location filter.
3. Set maxResults to control how many results you need.
4. Enable includeDetails if you need full descriptions.
5. Click Start and wait for the run to finish.
6. Export the dataset as JSON, CSV, or Excel.

Use cases

• Extract product data from boozt.com for market research and competitive analysis.
• Track pricing trends across regions and categories over time.
• Monitor new and changed products on scheduled runs without processing the full dataset every time.
• Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
• Export clean, structured data to dashboards, spreadsheets, or data warehouses.

How much does it cost to scrape boozt.com?

Boozt Product Scraper uses pay-per-event pricing. You pay a small fee when the run starts and then for each result that is actually produced.

• Run start: $0.0045 per run
• Per result: $0.0018 per product record

Example costs:

• 10 results: $0.022
• 25 results: $0.049
• 100 results: $0.18
• 200 results: $0.36
• 500 results: $0.9

Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of products that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions.

Example setup: 250 products per run, daily polling (30 runs/month). Costs scale linearly with the number of products.

Churn rate	Full re-scrape run cost	Incremental run cost	Savings vs full re-scrape	Monthly cost after baseline
5% — stable niche query	$0.45	$0.03	$0.43 (94%)	$0.81
15% — moderate broad query	$0.45	$0.07	$0.38 (84%)	$2.16
30% — high-volume aggregator	$0.45	$0.14	$0.32 (69%)	$4.19

Full re-scrape monthly cost at the same cadence: $13.63. First month with incremental costs $1.24 / $2.54 / $4.50 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

Platform usage is included in the per-result fee shown above.

FAQ

How many results can I get from boozt.com?

The number of results depends on the search query and available products on boozt.com. Use the maxResults parameter to control how many results are returned per run.

Does Boozt Product Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed products on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

Can I integrate Boozt Product Scraper with other apps?

Yes. Boozt Product Scraper works with Apify's integrations to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

Can I use Boozt Product Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the Apify API. Client libraries are available for JavaScript, Python, and other languages.

Can I use Boozt Product Scraper through an MCP Server?

Yes. Apify provides an MCP Server that lets AI assistants and agents call this actor directly. Use compact mode, descriptionMaxLength, a single descriptionFormat, and excludeEmptyFields to keep payloads manageable for LLM context windows.

Is it legal to scrape boozt.com?

This actor extracts publicly available data from boozt.com. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

Your feedback

If you have questions, need a feature, or found a bug, please open an issue on the actor's page in Apify Console. Your feedback helps us improve.

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Getting started with Apify

New to Apify? Create a free account with $5 credit — no credit card required.

1. Sign up — $5 platform credit included
2. Open this actor and configure your input
3. Click Start — export results as JSON, CSV, or Excel

Need more later? See Apify pricing.

Disclaimer

This actor accesses only publicly available data on boozt.com. You are responsible for how you use the extracted data — in particular any personal information such as names, phone numbers, or email addresses — and for complying with Boozt Product's terms of use, applicable data-protection law (including the GDPR where it applies), and the anti-spam rules of your jurisdiction.

This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Boozt Product or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.

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