L’Oréal Scraper API

Scrape L’Oréal Paris makeup, skincare, hair color and hair care. Collect L’Oréal data such as product title, description, brand, product category, category tree, item ID, variant ID, and product URL.

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5K free records/month · Credit card not required

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Available L’Oréal scrapers

Pick a L’Oréal scraper and call it. Every L’Oréal scraper lists its output fields, delivery volume, and live success rate.

L'oreal Paris Products

URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
Views228+
Downloads1+
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L'oreal Paris Products - Collect products by sitemap

URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
Views228+
Downloads1+
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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

L’Oréal 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
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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:

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How it works

From zero to L’Oréal data in 3 steps

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

  1. Pick a scraper

    Choose from the L’Oréal 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.

Scraper API Call 
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.lorealparisusa.com/makeup/lip-color/lip-gloss/plump-ambition-hyaluron-lip-oil","all_variations":true}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mlf39ulg2hdw2akq55&format=json&uncompressed_webhook=true"
Response payload 
[
  {
    "db_source": "1789578584398",
    "timestamp": "2026-09-16",
    "url": "https:\/\/www.lorealparisusa.com\/hair-care-hair-style\/kit\/elvive-extraordinary-clay-rebalancing-shampoo-and-rebalancing-co...",
    "item_id": "071249645642",
    "variant_id": "071249645642",
    "title": "Elvive Extraordinary Clay Rebalancing Shampoo and Rebalancing Conditioner Set",
    "description": "L\u0027Oreal Paris Extraordinary Clay shampoo and conditioner with 3 Refined Clays instantly purifies oily roots and hydrates...",
    "product_category": "home \u003E Hair Care and Hair Style \u003E Kit"
  },
  {
    "db_source": "1789578584398",
    "timestamp": "2026-09-16",
    "url": "https:\/\/www.lorealparisusa.com\/hair-care-hair-style\/conditioner\/sulfate-free-bond-strengthening-color-care-conditioner",
    "item_id": "071249406922",
    "variant_id": "071249406922",
    "title": "EverPure Sulfate Free Bond Repair+ Conditioner with Bond + Amino Acid Complex",
    "description": "Product Highlights: Bond Repair+ Technology: Strengthens and reinforces hair bonds weakened or damaged by heat styling, ...",
    "product_category": "home \u003E Hair Care and Hair Style \u003E Conditioner"
  },
  {
    "db_source": "1789578584398",
    "timestamp": "2026-09-16",
    "url": "https:\/\/www.lorealparisusa.com\/hair-care-hair-style\/hair-treatments\/ever-pure-glossing-lamination-mask",
    "item_id": "071249689677",
    "variant_id": "071249689677",
    "title": "EverPure Sulfate-Free Glossing 5-Min Lamination Hair Mask for Shiny Hair",
    "description": "Why Choose L’Oréal Paris Glossing Lamination Mask? This five-minute sulfate-free glossing lamination treatment is the ul...",
    "product_category": "home \u003E Hair Care and Hair Style \u003E Hair Treatments"
  },
  {
    "db_source": "1789578584398",
    "timestamp": "2026-09-16",
    "url": "https:\/\/www.lorealparisusa.com\/hair-care-hair-style\/kit\/everpure-clarify-restore-kit",
    "item_id": "71249688656",
    "variant_id": "71249688656",
    "title": "EverPure EverPure Clarify and Restore Kit",
    "description": "Brings premium-quality hair care to your bathroom with EverPure Clarifying + Restore system. Just one wash can detox you...",
    "product_category": "home \u003E Hair Care and Hair Style \u003E Kit"
  },
  {
    "db_source": "1789578584398",
    "timestamp": "2026-09-16",
    "url": "https:\/\/www.lorealparisusa.com\/hair-care-hair-style\/kit\/hyaluron-plump-hydrating-shampoo-conditioner-kit",
    "item_id": "071249679432",
    "variant_id": "071249679432",
    "title": "Elvive Hyaluron + Plump Hydrating Shampoo \u0026 Conditioner for Dry Hair",
    "description": "72H Moisture - Hyaluron + Plump Hydrating Shampoo Conditioner Kit gently cleanses and detangles while instantly hydratin...",
    "product_category": "home \u003E Hair Care and Hair Style \u003E Kit"
  }
]
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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 L’Oréal 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
Use cases

L’Oréal data scraping use cases

Real-time L’Oréal intelligence for your business.

Beauty range mapping

Category tree
Product category
Title
Scrape the category tree with titles to map how the range spans makeup, skincare, hair color and hair care products.

Shade variants

Variant ID
Item ID
Title
Foundations and hair colors sell in wide shade ranges. Scrape variant IDs against item IDs to see how deep each range runs.

Ingredient and claim research

Description
Title
Product category
Scrape descriptions to compare key ingredients and claims across serums, moisturizers and hair care in one category.

Launch monitoring

Item ID
URL
Category tree
Diff item IDs and URLs on a schedule to catch new launches and shade extensions as they list and spot retired products.

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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Bright Data is used by world's top brands

L’Oréal Scraper API FAQs

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

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

The L’Oréal 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 L’Oréal 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 L’Oréal Scraper API, offering you the flexibility to scale as needed.

Yes, we offer dedicated support for the L’Oréal 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 L’Oréal data at scale

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