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Scalable web, app & AI-powered extraction. 99.9% accuracy.
All Services → Core Scraping Services
Top Global Platforms
Pricing & Promotions
Brand & Intelligence
Digital Shelf & Search
Assortment For RetailersWhich solution fits?
Talk to Expert Marketplace Scrapers
Data APIs Universal APIs Delivery & SDKsReady to integrate?
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Trust & CompanyExtract product data, pricing, trends, reviews, style info, stock status, and search rankings from Shein US, UK, UAE, India, and 150+ global regions. 177M+ SKUs covered. 99% accuracy. Real-time & scheduled.
| Page / Category | Data Fields Extracted |
|---|---|
| 📄 PRODUCT DETAIL PAGE (PDP) | |
| Core Product Info | product_id, title, brand, category, sub_category, style_number, product_url, parent_style_id, variation_type, gender, age_group |
| Pricing | current_price, original_price, flash_sale_price, coupon_code, coupon_discount_%, app_exclusive_price, currency, region, was_price, savings_amount, savings_%, estimated_retail_price |
| Images & Media | main_image_url, image_urls[], image_count, video_url, video_count, model_images[], flat_lay_images[], detail_images[], zoom_images[] |
| Description & Content | bullet_points[], product_description, style_tips, size_guide, material_care_info, fabric_composition, occasion_tags[], style_tags[] |
| Specifications | measurements, weight, shipping_weight, color, size, material, fabric_%, pattern, closure_type, fit_type, wash_instructions, care_label, country_of_origin |
| Variations | variation_theme, color_variants[], size_variants[], child_style_ids[], selected_variation, variation_prices{}, variation_images{}, variation_availability{}, size_chart_url |
| Badges & Labels | best_seller_badge, top_trending_badge, new_in_badge, flash_sale_badge, editor_pick_badge, shein_exclusive_badge, sustainable_badge, plus_size_flag |
| Availability | stock_status, size_level_availability{}, delivery_estimate, free_shipping_threshold, app_discount_eligible, back_in_stock_date, max_order_qty, region_availability[] |
| ⭐ REVIEWS & RATINGS | |
| Rating Summary | overall_rating, total_review_count, total_rating_count, star_distribution{5:%, 4:%, 3:%, 2:%, 1:%}, global_rating_count, fit_rating (true_to_size/runs_small/runs_large) |
| Individual Review | review_id, star_rating, review_title, review_text, author_name, author_profile_url, review_date, verified_purchase, helpful_votes, images[], size_purchased, height_weight_info, fit_feedback |
| Review Analytics | sentiment_score, sentiment_label, key_topics[], feature_mentions{}, fit_mentions{}, fabric_mentions{}, emotion_tags[], language, country_of_reviewer, review_length |
| Review Filters | top_positive_review, top_critical_review, most_recent, filter_by_star, filter_by_keyword, filter_by_size, filter_by_color, with_images_flag, review_source (US/global) |
| 🔍 SEARCH RESULTS PAGE (SERP) | |
| Search Ranking | search_keyword, organic_rank, sponsored_rank, page_number, position_on_page, total_results_count, search_url, applied_filters[] |
| Result Item | product_id, title, price, original_price, discount_%, rating, review_count, sponsored_flag, coupon_flag, badge_type, flash_sale_flag, brand_name, image_url |
| Search Features | editorial_pick, top_rated_pick, shein_choice_for, trending_in_category, best_seller_in_category, frequently_bought_together, style_complete_the_look |
| 👤 SELLER & OFFER LISTINGS | |
| Brand Info | brand_name, brand_id, brand_verified_flag, brand_store_url, brand_total_styles, brand_avg_rating, brand_review_count, brand_follower_count |
| Seller Info | seller_name, seller_id, seller_rating, feedback_count, feedback_%, price, shipping_cost, country_of_origin, delivery_date, return_policy, seller_verified_flag |
| Brand Profile | brand_name, brand_since, brand_origin_country, total_styles, avg_rating, total_reviews, brand_description, brand_tags[], storefront_url, featured_collections[] |
| 📊 TRENDING & CATEGORY DATA | |
| Trend Score | trend_score, trend_rank_main_category, trend_rank_sub_category_1, trend_sub_rank_1, trend_score_history[], rank_change, trending_velocity |
| Category Browse | category_name, category_id, category_url, parent_category, breadcrumb[], style_count, subcategories[], featured_collections[], trending_styles[] |
| Best Sellers List | rank, product_id, title, price, discount_%, rating, review_count, image_url, category, last_updated, movement (up/down/new) |
| Trending Now | product_id, title, price, trend_score_change_%, current_rank, previous_rank, category, time_period, style_velocity |
| New Arrivals | product_id, title, price, added_date, rating, review_count, category, exclusive_flag, new_in_badge, collection_name |
| 🏷️ DEALS, COUPONS & PROMOTIONS | |
| Deal Info | deal_type (Flash/Daily/App-Exclusive/Event), deal_price, original_price, discount_%, deal_start_time, deal_end_time, items_claimed_%, deal_state (upcoming/active/expired) |
| Coupons | coupon_type ($ off / % off), coupon_value, coupon_terms, clip_count, min_purchase_required, coupon_expiry |
| App-Exclusive Deals | app_price, app_discount_%, app_coupon_code, app_exclusive_flag, new_user_discount, loyalty_points_earned, referral_discount |
| Sale Events | event_name (SHEIN SALE/11.11/Black Friday/Summer), event_price, event_discount_%, early_access_flag, member_only_flag, event_start, event_end |
| 📢 ADS & SPONSORED CONTENT | |
| Sponsored Products | product_id, ad_position, keyword, ad_type (Sponsored/Featured/Collection), landing_url, creative_text, brand_name, promotion_label |
| Banner & Collection Ads | brand_name, headline_text, featured_product_ids[], banner_image_url, landing_url, position, collection_name |
| Share of Voice | keyword, total_results, organic_share_%, sponsored_share_%, competitor_share{}, ad_density, category_share_%, style_share_% |
| 🏪 BRAND STORE & STOREFRONT | |
| Brand Store | brand_name, store_url, store_id, hero_image, brand_story_text, collections[], navigation_tabs[], total_styles, follower_count |
| Store Products | product_id, title, price, original_price, discount_%, rating, image, category_within_store, featured_flag, position_on_page, new_arrival_flag |
| 📦 FULFILLMENT & LOGISTICS | |
| Delivery Data | estimated_delivery_date, fastest_delivery_date, free_shipping_threshold, delivery_location, zip_code, standard_delivery_speed, express_eligible, region_specific_eta |
| Fulfillment | fulfilled_by (Shein/Third-Party), ships_from_country, sold_by, return_policy, return_window_days, free_return_eligible, size_exchange_policy |
| 📋 Q&A & ADDITIONAL DATA | |
| Customer Q&A | question_text, question_date, answer_text, answer_author, answer_date, votes, total_questions, total_answers |
| Complete the Look | bundle_product_ids[], bundle_price, bundle_savings, customers_also_bought[], similar_styles[], style_with_items[], outfit_suggestions[] |
| Logistics | warehouse_id, warehouse_country, estimated_inventory, restock_date, processing_time_days, batch_flag, oversize_flag, multi_package_flag |
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Title, price, images, bullets, A+, variations, specs — the core product data page.
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Keyword rankings, organic + sponsored positions, total results, filters.
Top-selling styles by category & sub-category, real-time top 100 trending styles.
Styles with biggest trend score increase in last 24 hours — trend detection.
Recently launched products by category — new competitor & product tracking.
All reviews with text, sentiment, images, verified status, helpful votes, star breakdown.
Customer questions, answers, vote counts, answered-by (seller/brand/customer).
Seller ratings, feedback history, storefront products, return policies, location.
Flash sale items, countdown timers, stock remaining, discount depth, sale event data.
Daily deals, app-exclusive coupons, event pricing, member-only discounts.
Category hierarchy, browse nodes, department listings, filtered results.
Brand pages, featured collections, hero images, brand story, subpage navigation.
Sponsored Products, Sponsored Brands, video ads — positions, creatives, targeting.
App-exclusive deals, app-only pricing, push notification offers, app-only new arrivals.
Same page types across 150+ Shein regions — US, UK, EU, IN, UAE, AUS, etc.
User outfit photos, style inspiration posts, lookbook collections, editor picks.
| Style ID | Product | Category | Price | Orig. Price | Discount | Rating | Reviews | Trend Rank | Flash Sale | Stock | Region |
|---|---|---|---|---|---|---|---|---|---|---|---|
| SW2024081 | Floral Wrap Midi Dress V-Neck | Dresses | $18.99 | $34.99 | -46% | 4.5 ★ | 8,421 | #4 | Active | In Stock | US |
| BL2024192 | High-Rise Flare Leg Jeans | Jeans | $24.99 | $39.99 | -38% | 4.3 ★ | 12,034 | #1 | — | In Stock | US |
| TOP2024551 | Square Neck Ruched Bodycon Top | Tops | $9.99 | $17.99 | -44% | 4.6 ★ | 5,287 | #7 | Active | In Stock | UK |
| SW2024873 | Oversized Graphic Crewneck Sweatshirt | Sweatshirts | $14.99 | $14.99 | — | 4.4 ★ | 3,892 | #12 | — | Size S OOS | US |
| CO2024334 | Lapel Button-Down Long Coat | Coats | $42.99 | $69.99 | -39% | 4.7 ★ | 7,123 | #2 | Active | In Stock | US |
| SK2024207 | Pleated Mini Skirt with Belt | Skirts | $11.99 | $21.99 | -45% | 4.5 ★ | 9,871 | #5 | — | In Stock | AE |
| SW2024612 | Y2K Colorblock Zip-Up Tracksuit | Sets | $29.99 | $49.99 | -40% | 4.6 ★ | 6,345 | #3 | Active | In Stock | US |
| AC2024089 | Pearl Chain Crossbody Mini Bag | Bags | $13.49 | $13.49 | — | 4.8 ★ | 11,204 | #6 | — | Low Stock | UK |
| Item ID | Rating | Title | Review Snippet | Author | Date | Verified | Helpful | Sentiment |
|---|---|---|---|---|---|---|---|---|
| SW2024081 | 5 ★ | Perfect summer dress, love it! | The fabric is soft and the fit is true to size... | FashionLoverLA | 2026-02-18 | ✓ Yes | 342 | Positive |
| SW2024081 | 2 ★ | Color looks different in person | The dress arrived but the shade is much darker... | StyleCritic99 | 2026-02-14 | ✓ Yes | 128 | Negative |
| BL2024192 | 5 ★ | These jeans are everything! | Fit is amazing, high waist holds everything in... | JeansQueen_NYC | 2026-03-01 | ✓ Yes | 891 | Positive |
| TOP2024551 | 4 ★ | Cute top but runs small | Very flattering neckline but order a size up... | CasualChicVibes | 2026-01-28 | ✓ Yes | 215 | Mixed |
| CO2024334 | 5 ★ | Best coat I have ever bought | Quality is incredible for the price, so warm... | WinterWardrobe | 2026-02-22 | ✓ Yes | 1,102 | Positive |
| SW2024873 | 1 ★ | Fabric feels cheap and scratchy | Very disappointed, material is not as shown... | QualityMatters_ | 2026-02-10 | ✗ No | 674 | Negative |
| Keyword | Rank | Style ID | Product | Sponsored? | Badge | Price | Page | Trend Share |
|---|---|---|---|---|---|---|---|---|
| floral midi dress | #1 | SW2024081 | Floral Wrap Midi Dress | — | Top Trending | $18.99 | 1 | 9.4% |
| floral midi dress | #2 | DR2024441 | Ditsy Floral Ruffle Hem Dress | — | — | $15.99 | 1 | 6.2% |
| floral mini skirt | #3 | DR2024819 | Boho Floral Belted Midi | Sponsored | — | $22.49 | 1 | 4.8% |
| high waist jeans | #1 | BL2024192 | High-Rise Flare Leg Jeans | — | Best Seller | $24.99 | 1 | 11.3% |
| trendy crop top | #2 | BL2024508 | Straight Leg High-Rise Denim | Sponsored | — | $21.99 | 1 | 7.1% |
| Style ID | Product | Brand | Price | Shipping | Verified? | Rating | Reviews | Top Pick? | Stock |
|---|---|---|---|---|---|---|---|---|---|
| SW2024081 | Floral Wrap Midi Dress | SHEIN Modely | $18.99 | Free | Verified | 4.5 ★ | 8,421 | ✓ Editor Pick | In Stock |
| BL2024192 | High-Rise Flare Jeans | SHEIN Denim | $24.99 | Free | Verified | 4.3 ★ | 12,034 | — | In Stock |
| CO2024334 | Lapel Button-Down Long Coat | SHEIN Premium | $42.99 | Free | Verified | 4.7 ★ | 7,123 | ✓ Top Pick | In Stock |
| SW2024612 | Y2K Colorblock Tracksuit | SHEIN EZwear | $29.99 | Free | Verified | 4.6 ★ | 6,345 | — | In Stock |
| SK2024207 | Pleated Mini Skirt with Belt | SHEIN Basics | $11.99 | Free | Verified | 4.5 ★ | 9,871 | ✓ Best Seller | In Stock |
| AC2024089 | Pearl Chain Crossbody Bag | SHEIN Accessories | $13.49 | Free | Verified | 4.8 ★ | 11,204 | — | Low Stock |
| Style ID | Product | Deal Type | Sale Price | Was Price | Discount | Coupon | App Excl. | Status | Items Left |
|---|---|---|---|---|---|---|---|---|---|
| SW2024081 | Floral Wrap Midi Dress | Flash Sale | $18.99 | $34.99 | -46% | — | — | Active | 432 left |
| CO2024334 | Lapel Button-Down Coat | Daily Deal | $42.99 | $69.99 | -39% | EXTRA15 | — | Active | — |
| BL2024192 | High-Rise Flare Jeans | — | $24.99 | $39.99 | -38% | — | App 20% off | Active | — |
| SW2024612 | Y2K Colorblock Tracksuit | Flash Sale | $29.99 | $49.99 | -40% | FLASH10 | — | Ending Soon | 87 left |
| SK2024207 | Pleated Mini Skirt | Daily Deal | $11.99 | $21.99 | -45% | — | — | Expired | Sold Out |
Tell us which Item IDs, keywords, categories, or sellers you want tracked.
We deliver 500 rows of Shein data — free, within 2 hours.
Custom scraper, anti-bot bypass, QA checks — production ready.
Daily/hourly data via CSV, JSON, API, or dashboard.
Track competitor pricing across all Shein regions daily — detect flash sale prices, discount depth changes, app-exclusive pricing, and coupon stacking automatically.
Track keyword rankings for your Item IDs vs competitors — organic + sponsored positions, Share of Search by category, Shein's Choice badge tracking.
Real-time MAP violation monitoring across all seller offers — instant alerts for unauthorized sellers, grey market products, and pricing policy breaches.
AI-analyze millions of Shein reviews — sentiment trends, feature requests, competitor perception, fake review detection, star distribution analysis.
Track trend score movements, category rankings, Trending Now styles, new arrivals launches, and competitive assortment for fashion market intelligence.
AI-score every Shein listing for content quality — title, bullets, images, A+ content, video presence — benchmark against category leaders.
Monitor sponsored product placements, competitor ad spend estimates, keyword targeting strategies, Headline Search Ads, and video ad positions.
Real-time out-of-stock alerts by size/color, restock detection, delivery speed changes, and regional availability tracking across Shein global warehouses.
AI-match same styles across Shein US, UK, EU, IN, AE — track pricing, reviews, and availability differences for global pricing strategy.
Monitor flash deals, daily sales, coupon codes, SHEIN SALE events, Black Friday pricing — detect competitor promotional strategies in real-time.
Track brand visibility percentage, style performance trends, sub-brand analysis, new style launches — optimize your Shein brand strategy.
Identify style gaps, underserved categories, and white space opportunities using trend scores, reviews, and search data for new product development.
Build fashion catalogs, review datasets, style image libraries, and recommendation training data from Shein for fashion AI/ML models.
Use Shein trend scores, review velocity, pricing trends, and stock signals as alternative data for fashion industry investment and market research models.
Compare style performance across Shein US, UK, EU, IN, AE — identify expansion opportunities, pricing gaps, and demand signals globally.
AI-powered monitoring for counterfeit listings, hijacked Item IDs, trademark violations, and brand impersonation across Shein marketplaces.
Feed Shein competitor pricing, flash sale data, and stock signals into your pricing engine — stay competitive 24/7 without manual monitoring.
Compare Shein mobile app data vs desktop data — app-exclusive prices, deals, and new arrivals that differ from the web experience.
+ Shein Brazil, Shein Mexico, Shein Saudi Arabia, Shein Singapore, Shein South Africa, Shein Philippines, Shein Malaysia, Shein Thailand, and 140+ more regions
Our web scraping expertise is relied on by 4,000+ global enterprises including Zomato, Tata Consumer, Subway, and Expedia — helping them turn web data into growth.
Watch how businesses like yours are using Actowiz data to drive growth.
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Backed by automation, data volume, and enterprise-grade scale — we help businesses from startups to Fortune 500s extract competitive insights across the USA, UK, UAE, and beyond.
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