John Lewis Scraper API

Scrape John Lewis department store listings across fashion, home and electricals. Collect John Lewis data such as product title, brand, price, sale price, availability, variants, category tree, star rating, review count, GTIN, and product URL.

5K free records/month · Credit card not required

Available John Lewis scrapers

Pick a John Lewis scraper and call it. Every John Lewis scraper lists its output fields, delivery volume, and live success rate.

Explore thousands of production-ready scrapers

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

#1

Ranked (by AIMultiple)

99.2%

Avg. success rate

100M+

Requests weekly

400M+

Proxy IPs built in

GDPR & CCPA

Compliant
Pricing

John Lewis Scraper API Pricing

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

CALCULATE YOUR COST
Records per month: 5K
$/mo
$ per 1,000 records
Your whole bill. Proxies, unblocking, parsing included.
Get started
5K
10K
50K
100K
500K
1M
5M
  • Pay only for success, no hidden fees
  • Start free with 5,000 monthly credits
  • No upfront commitment, cancel anytime
  • 24/7 expert support and enterprise features
Free Tier
5K
records
Start free
  • 5K records per month
  • No credit card required
  • Expert support
Pay as you go
$1.5/1K record
Start free
  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Scale
$499 /month
Start free
  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Enterprise
Custom
Talk to sales
  • Volume discounts
  • Account manager
  • Premium SLA
  • Priority support
  • SSO
Most platforms stack extra charges on top of the per-record rate. With Bright Data, the record price is the whole bill:
Compute / runtime units
commonly billed per scraper runtime hour or compute unit
Included
Residential proxy bandwidth
commonly billed per GB
Included
Storage & dataset retention
commonly billed per GB-month
Included
Data transfer / egress
commonly billed per GB out
Included
Unblocking & CAPTCHA solving
commonly a paid add-on
Included
Parsing to structured JSON
commonly your own code
Included
We accept these payment methods:
How it works

From zero to John Lewis data in 3 steps

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

    Choose from the John Lewis 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 John Lewis data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.

Scraper API Call
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_muu4j9kf1lmdqyy9uo&format=json&uncompressed_webhook=true"
Response payload
[
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.johnlewis.com\/whistles-barrel-leg-tailored-trousers-dark-grey\/p114416489?size=12",
    "item_id": "114416268",
    "variant_id": "114416268",
    "title": "Barrel Leg Tailored Trousers, Dark Grey, 12",
    "description": "A pair of tailored barrel-leg trousers from Whistles, made from a warming wool blend. This style is cut to sit higher on...",
    "product_category": "Homepage \u003E Women \u003E Women\u0027s Trousers \u0026 Leggings",
    "category_tree": [
      {
        "name": "Homepage",
        "url": "https:\/\/www.johnlewis.com\/"
      },
      {
        "name": "Women",
        "url": "https:\/\/www.johnlewis.com\/women\/c50000298"
      },
      {
        "name": "Women\u0027s Trousers \u0026 Leggings",
        "url": "https:\/\/www.johnlewis.com\/browse\/women\/womens-trousers-leggings\/_\/N-fm5"
      }
    ]
  },
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.johnlewis.com\/phase-eight-charmaine-knit-top-pink\/p115559685?size=s",
    "item_id": "115559597",
    "variant_id": "115559597",
    "title": "Charmaine Knit Top, Pink, S",
    "description": "A fine-knit funnel-neck jumper with short sleeves and a clean, boxy silhouette. Smooth against skin, it layers neatly un...",
    "product_category": "Homepage \u003E Women \u003E Women\u0027s Knitwear",
    "category_tree": [
      {
        "name": "Homepage",
        "url": "https:\/\/www.johnlewis.com\/"
      },
      {
        "name": "Women",
        "url": "https:\/\/www.johnlewis.com\/women\/c50000298"
      },
      {
        "name": "Women\u0027s Knitwear",
        "url": "https:\/\/www.johnlewis.com\/browse\/women\/womens-knitwear\/_\/N-flz"
      }
    ]
  },
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.johnlewis.com\/legami-wonderwow-kitty-pencil-case-pink\/p113786228",
    "item_id": "113738072",
    "variant_id": "113738072",
    "title": "Wonderwow Kitty Pencil Case, Pink",
    "description": "Classmates are everything in school. And now you can add a truly special one: Legami\u0027s Pencil Case - Wonderwow - Kitty. ...",
    "product_category": "Homepage \u003E Home \u0026 Garden \u003E Stationery \u003E View All Pens \u0026 Pencils",
    "category_tree": [
      {
        "name": "Homepage",
        "url": "https:\/\/www.johnlewis.com\/"
      },
      {
        "name": "Home \u0026 Garden",
        "url": "https:\/\/www.johnlewis.com\/home-garden\/c500006"
      },
      {
        "name": "Stationery",
        "url": "https:\/\/www.johnlewis.com\/home-garden\/stationery\/c60000455"
      },
      {
        "name": "View All Pens \u0026 Pencils",
        "url": "https:\/\/www.johnlewis.com\/browse\/home-garden\/stationery\/view-all-pens-pencils\/_\/N-2tqi"
      }
    ]
  },
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.johnlewis.com\/pour-moi-cosy-fleece-sweatshirt-joggers-pyjama-set\/plum-white\/p114071868?size=18",
    "item_id": "114071390",
    "variant_id": "114071390",
    "title": "Cosy Fleece Sweatshirt \u0026 Joggers Pyjama Set, Plum\/White, 18",
    "description": "Made from super soft baby fleece fabric, this set is designed to keep you warm and snug during the cold weather. The swe...",
    "product_category": "Homepage \u003E Women \u003E Women\u0027s Lingerie, Nightwear \u0026 Hosiery \u003E Women\u0027s Pyjamas \u0026 Nightwear",
    "category_tree": [
      {
        "name": "Homepage",
        "url": "https:\/\/www.johnlewis.com\/"
      },
      {
        "name": "Women",
        "url": "https:\/\/www.johnlewis.com\/women\/c50000298"
      },
      {
        "name": "Women\u0027s Lingerie, Nightwear \u0026 Hosiery",
        "url": "https:\/\/www.johnlewis.com\/women\/womens-lingerie-nightwear-hosiery\/c600001812"
      },
      {
        "name": "Women\u0027s Pyjamas \u0026 Nightwear",
        "url": "https:\/\/www.johnlewis.com\/browse\/women\/womens-lingerie-nightwear-hosiery\/womens-pyjamas-nightwear\/_\/N-fm0"
      }
    ]
  },
  {
    "timestamp": "2026-10-07",
    "url": "https:\/\/www.johnlewis.com\/levis-ribcage-high-rise-full-length-jeans-apply-now\/p115308120?size=27",
    "item_id": "115223319",
    "variant_id": "115223319",
    "title": "Ribcage High Rise Full Length Jeans, Apply Now, 27",
    "description": "Levi\u0027s highest high rise yet. These Ribcage Full-Length jeans, with their soaring high rise, have become a waist-definin...",
    "product_category": "Homepage \u003E Women \u003E Women\u0027s Jeans",
    "category_tree": [
      {
        "name": "Homepage",
        "url": "https:\/\/www.johnlewis.com\/"
      },
      {
        "name": "Women",
        "url": "https:\/\/www.johnlewis.com\/women\/c50000298"
      },
      {
        "name": "Women\u0027s Jeans",
        "url": "https:\/\/www.johnlewis.com\/browse\/women\/womens-jeans\/_\/N-7j5h"
      }
    ]
  }
]
Start free
TERMINAL

Tell your agent:

Read https://brightdata.com/SKILL.md and get structured JSON for this John Lewis product via the Web Scraper API (gd_muu4j9kf1lmdqyy9uo): https://www.johnlewis.com/whistles-barrel-leg-tailored-trousers-dark-grey/p114416489?size=12

Or run it yourself:

curl -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '[{"url":"https://www.johnlewis.com/whistles-barrel-leg-tailored-trousers-dark-grey/p114416489?size=12"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_muu4j9kf1lmdqyy9uo&format=json"

Or connect over MCP:

https://mcp.brightdata.com/mcp?token=YOUR_API_KEY
Get your token-filled URL in the control panel 
For coding Agents

Plug John Lewis scrapers into your agent

Your agent picks from John Lewis scrapers we already maintain. Let it run whenever you need, and every run delivers real-time web data straight to your storage. Works in Claude Code, Codex, Cursor and any other coding agent.

  • Runs with npx, nothing to install
  • bdata login opens browser auth, no key to paste
  • Name a scraper, get JSON back
  • Delivers to AWS · GCP · Azure · Snowflake · Webhook
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.
Use cases

John Lewis data scraping use cases

Real-time John Lewis intelligence for your business.

Retail price monitoring

Price
Sale price
Brand
Scrape regular and sale prices on a schedule to track John Lewis pricing and promotions by brand.

Brand and assortment mapping

Category tree
Brand
Title
Scrape the category tree to see which brands John Lewis carries in each department.

Stock availability tracking

Availability
Variants
Item ID
Scrape availability by item and variant to catch out-of-stocks on sizes and colours.

Product matching and reviews

GTIN
Star rating
Review count
Scrape GTINs, ratings and review counts to match John Lewis products against other UK retailers.
Compare Bright Data to others

Web Scraper API vs other providers

Capability
Other scraping providers
Auto-scaling infrastructure
Unlimited
Partial
Anti-bot & CAPTCHA bypass
Built-in
Partial
Residential proxy network
400M+ IPs
Limited pool
Pre-built scrapers
1,400+
50–200
Auto-maintenance (site changes)
24/7
Depends on who built it
Pricing model
One all-in price per record
Compute, proxy, and storage metered separately
Failed requests
Free, pay only for success
Often billed
Custom sites (no pre-built scraper)
AI builds it in minutes, self-healing included
Community-built scrapers, no SLA
Compliance (GDPR, CCPA, SOC 2)
Full
Partial
Structured output (JSON/CSV)
Automatic
Support
24/7 experts, even on the free tier
Community forum
Free tier
5K records/mo
Varies
compliance

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.



Bright Data is used by world's top brands

John Lewis Scraper API FAQs

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

The John Lewis 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 John Lewis 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 John Lewis Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.

The John Lewis 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 John Lewis 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 John Lewis Scraper API, offering you the flexibility to scale as needed.

Yes, we offer dedicated support for the John Lewis 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).

Yes. Connect any agent through the hosted MCP server, point a coding agent at brightdata.com/SKILL.md to set itself up, or use the CLI. Agents authenticate once with browser OAuth and can run any of the John Lewis scrapers.

The easiest way to scrape John Lewis data at scale