Marks & Spencer Scraper API

Scrape Marks & Spencer clothing, home, and beauty listings. Collect M&S data such as product title, description, brand, product category, category tree, item ID, variant ID, product URL, and more.

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5K free records/month · Credit card not required

Trusted by 50,000+ customers worldwide

Available Marks & Spencer scrapers

Pick a Marks & Spencer scraper and call it. Every Marks & Spencer scraper lists its output fields, delivery volume, and live success rate.

Marks and Spencer Product

URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
Views218+
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Explore thousands of production-ready scrapers

Pay only for successful results, no surprises – Proxies, unlocking, browsers and retries are built in.

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#1

Ranked (by AIMultiple)

99.2%

Avg. success rate

100M+

Requests weekly

400M+

Proxy IPs built in

GDPR & CCPA

Compliant

Marks & Spencer Scraper API Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

Free Tier
5K
records
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  • 5K records per month
  • No credit card required
  • Expert support
Pay as you go
$1.5/1K record
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  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Scale
$499 /month
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  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Enterprise
Custom
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  • Volume discounts
  • Account manager
  • Premium SLA
  • Priority support
  • SSO
We accept these payment methods:

Just want data? Skip scraping.
Purchase a Marks & Spencer dataset

How it works

From zero to Marks & Spencer data in 3 steps

No proxies to configure, no infrastructure to manage. Pick, call, and receive.

  1. Pick a scraper

    Choose from the Marks & Spencer scrapers above or create your own with AI in minutes.

  2. Call the API

    One API call with up to 5,000 target URLs. Python and Node.js SDKs, CLI, MCP server, or any HTTP client.

  3. Get structured data

    Receive clean, parsed [current_scrper_name] data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.

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World's #1 scraping platform

Everything you need, built in

You pay for results. Proxies, rendering, concurrency, and delivery are always included, on every plan.

Go straight to the source

Every request runs on Bright Data infrastructure. 400M+ IPs, unlocking and browsers are built in.

Scale to millions of pages instantly

Send unlimited concurrent requests - no infrastructure to manage, no configs to change.

Scrapers auto-fix when sites change

AI-powered self-healing detects site changes and repairs scrapers. Your pipelines keep running.

Thousands of verified scrapers

Every scraper is built, tested, and maintained by Bright Data. No community guesswork.

Pay per result, nothing extra

One price per record . Proxies, retries, rendering, unblocking - all included, no surprises.

Compliant and fully supported

GDPR & CCPA compliant. 24/7 human support on every plan, including free.
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Choose your path

Start collecting Marks & Spencer data in minutes

Call the API from code, click through the control panel, or hand it to your AI agent.
Call it from code
Trigger runs with parameters, schedule recurring jobs, and deliver to your storage or webhook.
  • Build requests in any language
  • Automate with schedulers and webhooks
  • JSON, NDJSON, or CSV delivery
Run it in the control panel
No engineering required: configure inputs, run, and download results in one place.
  • Configure inputs visually
  • Run with one click
  • Download JSON or CSV
Hand it to your agent
Your agent reads SKILL.md over MCP or the CLI and scrapes on its own.

  • Works with any MCP-compatible agent
  • One prompt to scrape
  • Structured JSON straight back to your agent

Marks & Spencer data scraping use cases

Real-time Marks & Spencer intelligence for your business.

Multi-department assortment mapping

Categories
Category tree
Titles
M&S spans clothing, home and food. Scrape categories and full trees with titles to map how the range splits and where each department runs deepest.

Own-brand and third-party mix

Brand
Categories
Item ID
Scrape the brand field to separate own-label lines from third-party brands, and measure how much catalog space each holds by department.

Size and colourway depth

Variant ID
Item ID
Titles
Scrape variant IDs against item IDs to count the real buyable options per style and see which lines carry the full size run.

Seasonal range monitoring

Item ID
Product URL
Categories
Ranges rotate around seasons and occasions. Diff item IDs across snapshots to see what enters, what carries over and what is retired.

Leading the way in ethical web data collection

Only publicly available data. ISO 27001 certified, SOC 2 controls, GDPR & CCPA compliant. Every use case is reviewed by a dedicated Compliance & Ethics team, backed by a documented Know Your Customer process and Acceptable Use Policy.



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Marks & Spencer Scraper API FAQs

The Marks & Spencer Scraper API is a powerful tool designed to automate data extraction from the Marks & Spencer website, allowing users to efficiently gather and process large volumes of data for various use cases.

The Marks & Spencer Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.

Yes, the Marks & Spencer Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.

Absolutely! The Marks & Spencer Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.

The Marks & Spencer Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.

Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the Marks & Spencer Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.

When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.

To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.

There are no specific usage limits for the Marks & Spencer Scraper API, offering you the flexibility to scale as needed.

Yes, we offer dedicated support for the Marks & Spencer Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).

The easiest way to scrape Marks & Spencer data at scale

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