We extract product variants, pricing signals, stock availability, AlignForMe specifications, and verified reviews from Liforme. Delivered as clean JSON or Parquet on your schedule.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Product Listings objects from liforme.com. All fields typed and schema-versioned.
"sku": "LIF-MAT-BLU", "title": "Liforme Yoga Mat Blue", "price": 140.0, "currency": "GBP", "in_stock": true, "material": "Natural Rubber", "thickness": "4.2mm"
| # | sku | title | category | price | currency | in_stock |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Variants objects from liforme.com. All fields typed and schema-versioned.
"parent_sku": "LIF-MAT", "variant_sku": "LIF-MAT-PNK", "colour": "Pink", "price": 140.0, "compare_at_price": "None", "stock_status": "In Stock", "bundle_eligible": true
| # | parent_sku | variant_sku | colour | price | compare_at_price | discount_pct |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Reviews & Ratings objects from liforme.com. All fields typed and schema-versioned.
"review_id": "REV-99482", "product_sku": "LIF-MAT-BLU", "rating": 5, "title": "Exceptional grip", "body": "The GripForMe material is unmatched.", "date": "2023-10-14", "verified_buyer": true
| # | review_id | product_sku | author | rating | title | body |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Technical Specifications objects from liforme.com. All fields typed and schema-versioned.
"sku": "LIF-TRV-GRN", "weight_kg": 1.6, "length_cm": 185, "width_cm": 68, "thickness_mm": 2.0, "alignment_system": "AlignForMe", "material_base": "Natural Rubber"
| # | sku | weight_kg | length_cm | width_cm | thickness_mm | material_top |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Collections & Bundles objects from liforme.com. All fields typed and schema-versioned.
"collection_id": "BNDL-ULT", "name": "Ultimate Yoga Bundle", "product_skus": "['LIF-MAT-BLU', 'LIF-PAD-BLU']", "bundle_price": 175.0, "total_value": 195.0, "savings_amount": 20.0
| # | collection_id | name | description | product_skus | bundle_price | total_value |
|---|---|---|---|---|---|---|
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Our scraper handles the entire Liforme storefront, extracting variant pricing, stock availability, and proprietary material specifications with high fidelity.
Extract the full catalogue including limited editions, standard lines, and travel accessories.
Monitor base prices, bundle discounts, and currency-specific pricing across regions.
Track inventory status and out-of-stock indicators per specific colourway and variant.
Extract GripForMe and AlignForMe technical details, product weight, and dimensions.
Capture customer feedback, star ratings, and verified buyer badges across all products.
Link parent products to child variants across different colourways and sizes.
Extract collection details, included items, and calculated bundle savings.
Scrape localised storefronts for GBP, USD, EUR, and AUD pricing data.
Run pipelines daily or weekly to track catalogue changes over time.
Brief in. Clean data out.
Select target categories, regions, and extraction frequency for your Liforme pipeline.
We configure Scrapy crawlers and bypass anti-bot protections for liforme.com.
Validate schema, check null rates, and verify price accuracy before delivery.
Push structured JSON or Parquet to your S3 bucket or Snowflake stage.
Modern e-commerce platforms use dynamic rendering and rate limiting. Here is how we ensure reliable data extraction from Liforme.
We route requests through ISP-grade residential proxies to bypass basic rate limiting and geo-blocking, ensuring uninterrupted access to localised pricing.
We use Playwright sessions to render dynamic variant pricing and stock states that are injected via JavaScript, capturing data that static HTTP clients miss.
Our selector strategy relies on multiple fallback chains for Shopify-based DOM structures, preventing pipeline failure when Liforme updates their frontend theme.
We hash record states and emit only modified price or stock records, reducing processing overhead and delivering a clean changelog.
We configure extraction pipelines to use region-specific proxy nodes, capturing the correct GBP, USD, or EUR pricing directly from the localised storefront.
Track premium yoga mat pricing to inform your own DTC pricing strategy and discount cadence.
Analyse material trends and product dimensions in the high-end fitness sector.
Process review corpora to understand customer satisfaction with GripForMe materials.
Monitor stockouts and restock patterns for popular limited edition colourways.
Use technical specifications and customer feedback to design better fitness accessories.
Identify bundle discounts and regional price discrepancies for wholesale purchasing.
"Liforme's catalogue represents the premium benchmark in yoga accessories. Tracking their pricing, material specs, and stock velocity provides critical intelligence for the fitness market."
Monitoring a premium DTC brand requires precise extraction of variant-level data. DataFlirt handles the proxy routing, dynamic content rendering, and schema maintenance required to capture Liforme's pricing and stock signals reliably, allowing your team to focus strictly on market analysis.
Everything supported by our liforme.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.
Orchestrate crawls and render dynamic Shopify frontends to capture accurate variant data.
Rotate residential IPs to maintain access to localised storefronts and bypass rate limiting.
Schedule runs via Airflow on AWS ECS with Postgres state management for reliable delivery.
Data delivered to where your team already works — no new tooling required.
About liforme.com scraping, legality, and pipeline operations.
Ask us directly →Public data extraction is generally permissible. We extract only publicly available product, pricing, and review data. We do not scrape behind authenticated logins.
We route requests through geo-specific residential proxies to capture accurate USD, GBP, or EUR prices from the localised storefronts.
Yes, we monitor the in-stock status and out-of-stock indicators for every product variant and colourway.
Yes, all technical details including the AlignForMe system, GripForMe material composition, weight, and dimensions are fully extracted.
Pipelines can run at hourly or daily cadences depending on your monitoring requirements for stock and price changes.
Yes, we provide a sample extraction of the core product catalogue to validate schema compatibility before full engagement.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue export or continuous stock monitoring, we build and operate the infrastructure. Tell us your requirements.
