Marks & Spencer Products and Reviews Scraper

Collect public product and review data from Marks & Spencer (marksandspencer.com). Search by keywords, browse a category, or paste product and search links. Save product prices, colour galleries, size-level inventory, composition and care information. Choose individual reviews when you need review text, ratings, recommendations and retailer responses.

Why This Scraper?

• Search terms, category browsing and multiple pasted links.
• Department, brand, colour, size, price and additional store filters.
• Six product sorts and four review sorts.
• Full descriptions and galleries across available colour variants.
• Individual size SKUs with the inventory and prices published by the store.
• Resume an earlier collection or collect recurring changes.
• Export saved results to your connected apps.

Data You Get

Sample shape: values are illustrative placeholders, not from a live product.

Field	Example
recordType	product or review
id	P00000001
title	Sample cashmere jumper
brand	Sample Brand
price	50
previousPrice	60 when published
currency	GBP
unitPrice	Price per published quantity and unit
averageRating	4.5
reviewCount	10
images	Gallery links from available colours
variants	Colour variants, images, size SKUs and inventory
colours	["Navy", "Black"]
sizes	["Small", "Medium"]
composition	Sample fabric composition
careInstructions	["Sample care instruction"]
attributes	Complete published product attributes
promotions	Published offer text and terms
reviewText	Sample review text
secondaryRatings	Published fit, quality and value scores
clientResponses	Published retailer review responses
productId	Product identifier shared by product and review rows
changeType	NEW, UPDATED, UNCHANGED, REAPPEARED or EXPIRED

Fields vary by product category and output type. Missing source values remain empty or null. Product details add the complete published attributes and colour/size structures. A separate sub-brand is not inferred from the main brand. Review rows retain the public reviewer nickname and published syndication and verification information.

How to Use

Search for products

The default search is cashmere jumper. Max items counts saved rows across the whole run.

{
  "mode": "search",
  "searchTerms": ["cashmere jumper"],
  "maxItems": 20
}

Apply product filters

Use exact store filter values. Additional filters accept one Property=value pair per entry.

{
  "mode": "search",
  "searchTerms": ["cashmere jumper"],
  "department": "Womens",
  "brands": ["Autograph"],
  "minPrice": 50,
  "maxPrice": 100,
  "sortBy": "price_low",
  "maxItems": 20
}

Browse a category

A filled category replaces search terms. Product filters and sorting still apply.

{
  "mode": "search",
  "category": "/l/women/knitwear",
  "sortBy": "new",
  "fetchDetails": true,
  "maxItems": 20
}

Collect individual reviews from links

URL mode uses only pasted links for discovery. Search-mode fields are ignored. Products, category links and keyword search links can share the same URL list. A search or category link preserves its filters, ordering and starting page.

{
  "mode": "url",
  "urls": ["https://www.marksandspencer.com/pure-cashmere-crew-neck-jumper/p/clp61223565"],
  "outputType": "reviews",
  "reviewSort": "recent",
  "reviewRatings": ["4", "5"],
  "maxReviews": 20
}

Limits and charges

Every saved product or individual review is one result item. Products and reviews use separate budgets: Max items caps product rows, Max reviews caps review rows. With Products and reviews selected, both record types are saved and billed independently. Reviews output saves review rows without a separate product row. maxReviewsPerProduct can limit reviews for each product; blank or 0 has no separate limit. maxPages is optional; blank or 0 walks until the source ends or Max reviews is reached.

Enriched product rows add one detail-enrichment event per successfully saved product. Individual reviews add one review-scraped event per saved review row, in addition to the saved-item event. Skipped products, failed enrichment and suppressed recurring rows do not add a detail charge. Expired rows are result items but do not add a detail charge. See the actor pricing panel for the active prices.

Input Parameters

Parameter	Type	Default	Description
mode	string	search	Choose keyword search or pasted links. Only the inputs in the selected mode are used.
searchTerms	array	["cashmere jumper"]	Search each term separately. Defaults to cashmere jumper. Ignored when category is filled or mode is url.
department	string	Optional	Optional clothing department: Womens or Mens. Applies the store department filter in search mode only.
category	string	Optional	Optional category path, category link or SubCategory identifier. Browse this category instead of search terms. Search filters and sort still apply.
brands	array	Optional	Optional exact brand names shown in the store filters, such as Autograph or JAEGER. Search mode only.
colours	array	Optional	Optional colour filter names, such as Navy or Black. Search mode only.
sizes	array	Optional	Optional exact size filter labels, such as S, M or 10. Search mode only.
facet	array	Optional	Optional native filter pairs, one per line, such as Fit=Regular fit or Neck Type=Crew neck. Use the exact filter name and value shown for your search. Search mode only.
minPrice	integer	Optional	Optional minimum price in GBP. Search mode only.
maxPrice	integer	Optional	Optional maximum price in GBP. Search mode only.
minRating	integer	Optional	Optional minimum average product rating from 0 to 5. Search mode only.
sortBy	string	relevance	Use the store ordering in search mode. URL mode preserves the ordering specified in each link.
urls	array	["https://www.marksandspencer.com/pure-cashmere-crew-neck-jumper/p/clp61223565"]	Paste one or more M&S product, category or search links. Defaults to an example product. Search-mode fields are ignored. Results begin at the page specified in each link.
outputType	string	products	Products saves product rows. Reviews saves individual review rows. Products and reviews saves both, joined by productId. Saved products count toward Max items; saved reviews count toward Max reviews, a separate budget.
fetchDetails	boolean	true	Add full descriptions, composition, care, all colour galleries and size-level inventory. Each successfully saved enriched product adds one detail-enrichment charge. Reviews are separate saved items. Suppressed, skipped and failed rows do not add this charge.
reviewSort	string	recent	Ordering for individual review rows in Reviews or Products and reviews output.
reviewRatings	array	Optional	Optional exact star ratings to include, from 1 to 5. Empty includes all ratings. Applies to review output only.
maxReviewsPerProduct	integer	Optional	Optional limit on individual review rows per product. Blank or 0 collects all available reviews for that product until Max reviews is reached. No separate default per-product cap.
maxPages	integer	Optional	Optional limit on result or review pages per source. Blank or 0 means unlimited pages until the source ends or the relevant budget is reached. No default page cap.
maxItems	integer	20	Maximum saved product rows across the run, including recurring update rows. Default 20. Set 0 for unlimited products. Reviews use the separate Max reviews budget and never count against this.
maxReviews	integer	20	Maximum saved review rows across the run, independent of Max items. Default 20. Set 0 for unlimited reviews (still bounded by Maximum reviews per product and Maximum pages per source, if set).
resumeFromRunId	string	Optional	Optional previous run or dataset ID. Skip previously saved product and review IDs. Combine datasets to continue a collection. Resumed runs do not emit expired rows. For recurring collection, use incrementalMode instead.
incrementalMode	boolean	false	Remember this exact collection scope between runs. Return NEW, UPDATED or REAPPEARED rows. Use stateKey to name the collection, emitUnchanged to include unchanged rows and emitExpired for missing rows.
stateKey	string	Optional	Optional name for a recurring collection. The selected mode, terms or links, filters, detail setting and review options also identify its baseline. Different scopes never share a baseline.
emitUnchanged	boolean	false	Incremental mode only. Also save unchanged products or reviews marked UNCHANGED. Each saved row is charged as an item; saved enriched products can add the detail charge.
emitExpired	boolean	false	Incremental mode only. Save EXPIRED rows after a complete collection. No expiration after a cap, resumed run or incomplete source. Expired rows count as saved items and do not add a detail charge.
proxy	object	Apify proxy	Standard Apify connection configuration.
mcpConnectors	array	Optional	Optionally send results into the apps you already use, via Model Context Protocol (MCP) connectors. Authorize one under Apify, Settings, API & Integrations, then select it here. Notion gets a page per record; other connectors get a best-effort write or digest. Each connector receives a condensed summary per record, not the full record; the complete record always stays in the dataset. Leave empty to skip; this never changes the dataset output. Supported: Notion (https://mcp.notion.com/mcp), Linear (https://mcp.linear.app/sse), Airtable (https://mcp.airtable.com/mcp), Apify (https://mcp.apify.com).
notionParentPageUrl	string	Optional	URL or id of the Notion page under which record pages are created. Required to enable the Notion export; ignored by other connectors.
maxNotifyListings	integer	50	Maximum saved items to send to each selected connector. Does not limit or change the dataset.

Resume and recurring collections

Use resumeFromRunId to skip IDs already saved in an earlier run or dataset. This is useful for collecting the next part of a large result set with another run. The new dataset contains only the rows collected by that run.

Use incrementalMode for recurring collection of the same scope. The first run saves NEW rows; later runs save UPDATED or REAPPEARED rows when relevant. With emitUnchanged enabled, unchanged rows are also saved and billed as items. Use stateKey to name your collection. Different filters or output settings keep separate baselines.

Missing rows are emitted only with emitExpired after a complete collection. A capped, resumed or incomplete run cannot establish that an unseen product or review disappeared. A source changing its published price, inventory, review text or other collected data can produce an update. Collection timestamps do not themselves produce an update.

Send results into your apps (MCP connectors)

Select optional mcpConnectors to send copies of saved results to your connected apps. Authorize connectors in Apify Settings, API & Integrations, before selecting them. Notion, Linear, Airtable and Apify connectors are supported. For Notion, supply notionParentPageUrl for the destination page. maxNotifyListings limits how many saved rows are sent to each connector. This export does not alter or limit your dataset. A connector error leaves the saved scrape results available. Leave the connector list empty to skip export.

Output Example

Sample shape: values are illustrative placeholders, not from a live product.

{
  "recordType": "product",
  "id": "P00000001",
  "productId": "P00000001",
  "title": "Sample cashmere jumper",
  "brand": "Sample Brand",
  "url": "https://www.marksandspencer.com/sample-product/p/clp00000001",
  "productUrl": "https://www.marksandspencer.com/sample-product/p/clp00000001",
  "description": "Sample full product description.",
  "price": 50,
  "previousPrice": 60,
  "currency": "GBP",
  "averageRating": 4.5,
  "reviewCount": 10,
  "images": ["https://assets.digitalcontent.marksandspencer.app/image/upload/00000001"],
  "colours": ["Navy"],
  "sizes": ["Small"],
  "composition": "Sample fabric composition",
  "careInstructions": ["Sample care instruction"],
  "variants": [
    {
      "id": "00000001",
      "skus": [
        {
          "id": "00000001001",
          "size": {"primarySize": "Small"},
          "inventory": {"quantity": 10, "quantityOnHand": 10, "quantityAdvised": 0}
        }
      ]
    }
  ],
  "attributes": {"sampleAttribute": "Sample value"},
  "fetchedDetails": true,
  "changeType": "NEW",
  "changedFields": [],
  "firstSeenAt": "2026-01-01T00:00:00.000Z",
  "lastSeenAt": "2026-01-01T00:00:00.000Z"
}

Individual review rows have recordType: "review", a review ID, productId, productUrl, review text, rating, public nickname, submission time and the other published review fields. The default Results view includes headline fields for both record types. Products and Reviews views offer dedicated columns. All fields remain available in dataset JSON.

Plan Requirement

An Apify account is required. Consult the actor pricing panel before starting a run.