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The Thereformation Product dataset is a clean, structured, analysis-ready database of 6.44K records across 34 data fields, sourced from www.thereformation.com and refreshed monthly. Every record is standardised for enrichment, lead generation, market research and competitor analysis — ready to import into your CRM or data pipeline.
Key fields: url, item id, variant id, title, description, product category, category tree, brand, image url, price, and 24 more. See the full data dictionary below.
This is a pay-per-record dataset with a minimum order of 70,000 records. See the order panel for live pricing in your currency (₹ for India, $ elsewhere) — the total scales with the number of records you choose, so the more you buy, the larger the order.
| url | title | item id | db source | timestamp | variant id |
|---|---|---|---|---|---|
| https://www.thereformation.com/products/... | Cynthia Button Fly High Rise Straight Je... | 1304206 | 1784028791419 | 2026-07-14 | 1304206 |
| https://www.thereformation.com/products/... | Lara Silk Dress | 1320493AQM | 1784028791419 | 2026-07-14 | 1320493AQM |
| https://www.thereformation.com/products/... | Avery Silk Top | 1319263MNL | 1784028791419 | 2026-07-14 | 1319263MNL |
| https://www.thereformation.com/products/... | Lassoff Crochet Tank | 1319670SSO | 1784028791419 | 2026-07-14 | 1319670SSO |
| https://www.thereformation.com/products/... | Hudson Knit Top | 1317113MDN | 1784028791419 | 2026-07-14 | 1317113MDN |
| https://www.thereformation.com/products/... | Olina Silk Short Pant | 1311956 | 1784028791419 | 2026-07-14 | 1311956BLK |
| https://www.thereformation.com/products/... | Alfie Relaxed Shirt | 1317124BLK | 1784028791419 | 2026-07-14 | 1317124BLK |
| https://www.thereformation.com/products/... | Jadey Cashmere Oversized V-Neck Sweater | 1313558 | 1784028791419 | 2026-07-14 | 1313558CMT |
| https://www.thereformation.com/products/... | Lina Wedge Sandal | 1319690ALR | 1784028791419 | 2026-07-14 | 1319690ALR |
| https://www.thereformation.com/products/... | Ecostretch High Rise Legging Es | 1308435 | 1784028791419 | 2026-07-14 | 1308435 |
Sample@if($records) of 6.44K records@endif — 34 fields total. Purchase to unlock the full dataset.
| Column | Description | Type | Fill rate |
|---|---|---|---|
| url | Product detail page URL | Url | 100% |
| item_id | Unique product ID | Text | 99.94% |
| variant_id | Unique variant ID | Text | 100% |
| title | Product title | Text | 99.94% |
| description | Full product description | Text | 99.84% |
| product_category | Category path | Text | 95.78% |
| category_tree | Hierarchical category breadcrumb with names and URLs | Array | 95.78% |
| brand | Product brand | Text | 99.94% |
| image_url | Main product image URL | Text | 99.94% |
| price | Regular price | Text | 83.91% |
| sale_price | Discounted price | Text | 0% |
| availability | Product availability (in_stock, out_of_stock, pre_order, etc.) | Text | 83.91% |
| availability_date | Availability date | Text | 56.79% |
| group_id | Variant group ID (same for all variants) | Text | 99.94% |
| listing_has_variations | Indicates if the listing has variations | Boolean | 100% |
| variant_attributes | Currently selected variant attributes as name-value pairs | Array | 89.44% |
| variants | All available variant options grouped by type | Array | 89.44% |
| store_name | Seller name | Text | 100% |
| seller_url | Seller page URL | Text | 100% |
| seller_privacy_policy | Seller-specific privacy policy URL | Text | 100% |
| seller_tos | Seller-specific terms of service URL | Text | 100% |
| return_policy | Policy URL | Text | 100% |
| return_window | Days allowed for return | Number | 100% |
| target_countries | Target countries of the item | Array | 100% |
| store_country | Store country of the item | Text | 100% |
| category_urls | List of category URLs for the product breadcrumb trail | Array | 95.78% |
| all_variations | all_variations | Boolean | 0% |
| star_rating | Average review score (0-5 scale) | Number | 0% |
| review_count | Number of product reviews (non-negative) | Number | 0% |
| reviews | Review entries | Array | 0% |
| additional_image_urls | Extra product images (comma-separated list) | Array | 99.67% |
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text | 0% |
| mpn | Manufacturer part number (max 70 chars) | Text | 99.94% |
| timestamp | Date | — |
The Thereformation Product dataset contains approximately 6.44K records across 34 fields, refreshed monthly.
It is priced per record with a minimum order of 70,000 records. See the order panel on this page for live pricing in your currency (₹ for India, $ elsewhere) — the total scales with the number of records you select.
Fields include url, item id, variant id, title, description, product category, category tree, brand and more — the complete list is in the data dictionary on this page.
It is aggregated from www.thereformation.com and other public, compliant sources, then cleaned, standardised and de-duplicated before delivery.
As a structured CSV/Excel export ready for CRM import or BI analysis, delivered after purchase. A free sample is available on this page.
The dataset is refreshed monthly so records stay accurate for outreach and analysis.
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6,440 records available · built from the live database at purchase, delivered as CSV.
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Last Update:
Aug 19, 2026 17:39 PM
Published:
Jul 21, 2026 11:25 AM
Country:
United States
Total records:
6,440
Category:
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