We extract product specifications, INCI ingredient lists, localised pricing, stock depth, and Lyko Social reviews. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Product Data objects from lyko.com. All fields typed and schema-versioned.
"product_id": "1048-293-01", "ean": "7350082520015", "name": "Luminous Colour Hair Masque", "brand": "Maria Nila", "price": 349.0, "currency": "SEK", "volume_ml": 250, "stock_status": "in_stock"
| # | product_id | ean | name | brand | category_path | price |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Stock objects from lyko.com. All fields typed and schema-versioned.
"product_id": "1048-293-01", "price_current": 279.0, "price_original": 349.0, "discount_pct": 20, "currency": "SEK", "region": "SE", "in_stock": true, "campaign_name": "Summer Haircare 20%"
| # | product_id | price_current | price_original | discount_pct | currency | region |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Lyko Social objects from lyko.com. All fields typed and schema-versioned.
"review_id": "rev-849201", "product_id": "1048-293-01", "author_username": "beauty_junkie_92", "rating": 5, "review_text": "Keeps my coloured hair vibrant for weeks. Smells amazing.", "likes_count": 42, "verified_buyer": true, "created_at": "2026-03-14T10:22:00Z"
| # | review_id | product_id | author_username | rating | review_text | likes_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Ingredients objects from lyko.com. All fields typed and schema-versioned.
"product_id": "1048-293-01", "vegan_flag": true, "cruelty_free": true, "sulfate_free": true, "active_ingredients": "['Pomegranate Extract', 'Colour Guard Complex']", "inci_list": "Aqua, Cetearyl Alcohol, Polyglyceryl-3 Polyricinoleate...", "hair_type_match": "['Coloured', 'Dry']"
| # | product_id | inci_list | vegan_flag | cruelty_free | sulfate_free | paraben_free |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Brand Taxonomy objects from lyko.com. All fields typed and schema-versioned.
"brand_id": "br-492", "brand_name": "Maria Nila", "brand_slug": "maria-nila", "origin_country": "Sweden", "product_count": 142, "top_seller_flag": true, "new_arrival_flag": false, "category_coverage": "['Haircare', 'Styling']"
| # | brand_id | brand_name | brand_slug | origin_country | product_count | top_seller_flag |
|---|---|---|---|---|---|---|
| 1 | ||||||
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| 3 |
Our Lyko scraper handles localized routing, Next.js hydration payloads, and dynamic stock endpoints to deliver accurate cosmetic data across all EU markets.
Extract base products and all associated variants, mapping shade names, hex codes, and volume sizes to their specific EANs.
Capture full ingredient lists and parse active components, vegan certifications, and allergen warnings directly from product specifications.
Route requests through regional proxies to capture accurate pricing in SEK, NOK, DKK, and EUR across Lyko's localized domains.
Monitor inventory levels and out-of-stock indicators in real time to feed demand forecasting models.
Mine user-generated content from Lyko Social, including ratings, text reviews, user uploads, and engagement metrics.
Track active discounts, multi-buy offers, and seasonal campaigns applied to specific brands or categories.
Bypass fragile DOM parsing by intercepting and extracting structured JSON data directly from Next.js hydration states.
Extract complete category trees and brand hierarchies to understand assortment depth and category coverage.
Run continuous pipelines that only emit records when price, stock, or campaign status changes.
Capture CDN URLs for primary product images, swatch colours, and user-submitted review photos.
Brief in. Clean data out.
Provide target brands, categories, or specific product URLs. We design the schema together.
We configure Playwright crawlers, regional proxy routing, and payload interception for lyko.com.
Schema validation, null-rate checks on ingredients, and currency verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting data from modern SPA architectures requires specialized techniques. Here is how we bypass DOM limitations.
Lyko uses a React-based frontend. Instead of scraping the rendered HTML, our crawlers intercept the underlying JSON payloads, ensuring 100% accurate data extraction without selector breakage.
Pricing and stock vary by country. We maintain localized sessions using Nordic residential proxies and specific cookie configurations to extract accurate regional data.
We distribute requests across high-quality ISP proxies to blend in with legitimate consumer traffic, bypassing rate limits and automated bot detection systems.
For daily stock and price monitoring, we maintain a hash index of last-seen values. Subsequent runs only push diffs, reducing downstream processing load.
Every run validates critical fields like EANs and prices. We alert on null-rate spikes or missing ingredient matrices immediately.
Beauty retailers monitor Lyko's pricing and promotional campaigns to adjust their own pricing strategies dynamically.
Cosmetic manufacturers analyse INCI lists across top-selling products to identify trending active ingredients.
Brands track category depth and new arrivals to identify whitespace opportunities in the Nordic beauty market.
Marketing teams mine Lyko Social reviews to measure consumer sentiment and product efficacy feedback.
Premium brands audit pricing to ensure compliance with Minimum Advertised Price agreements.
Supply chain analysts track stock-out frequencies and review velocity to predict product demand cycles.
"Lyko holds the most structured beauty and cosmetics dataset in the Nordics - but extracting accurate ingredient matrices and localized pricing requires specialized infrastructure."
Most teams underestimate the complexity of scraping modern Next.js applications. Reliable Lyko extraction requires intercepting hydration payloads, managing regional cookies for accurate currency, and routing requests through Nordic residential proxies to avoid rate limits. DataFlirt absorbs this infrastructure overhead so you can focus on analysis.
Everything supported by our lyko.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles orchestration and retry logic. Playwright handles localized cookie sessions and Next.js payload interception.
We maintain pools of residential ISP proxies across Nordic regions. Rotation happens per-request with sticky sessions for localized pricing.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. State stored in Postgres.
Data delivered to where your team already works — no new tooling required.
About lyko.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from Lyko is generally permissible under applicable law. DataFlirt targets only public product, pricing, and social data. We do not extract personal data, circumvent authentication walls, or violate GDPR. Clients should consult legal counsel for specific use cases.
We use regional residential proxies and specific session cookies to route requests as if they originate from Sweden, Norway, Finland, or Denmark. This ensures the pricing, currency, and stock data match the exact regional storefront.
Yes. We extract the full text, star ratings, author metadata, like counts, and CDN URLs for user-uploaded images from the Lyko Social community platform.
For targeted product lists, we can run hourly pipelines to capture flash sales and stock-outs. Full catalogue refreshes typically run on a daily cadence.
Yes. We capture the complete INCI ingredient text block and also parse out structured flags for vegan, cruelty-free, and specific active compounds when available in the product specifications.
Our smallest packages start at a defined brand list or category subset with weekly delivery. For full-site extraction across multiple regions, we price based on compute volume and delivery frequency.
Yes. We provide a sample run of up to 500 products as part of the pre-engagement scoping process, allowing you to validate schema fit and currency accuracy before signing.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue dump or continuous price-monitoring across Nordic markets - we scope, build, and operate the pipeline. Tell us what you need.
