# Seroya (seroya.nyc) product data API

> Search Seroya products with StoreRouter’s API. Get prices, images, and details as JSON. See coverage and curl, Python, and TypeScript examples.

- Catalog key: `seroya` (pass in `"catalogs"` to narrow a search to this store)
- Products: 2,730
- Snapshot: 2026-10-15T09:46:38Z (counts are approximate and refreshed about daily)
- Search endpoint: `POST https://api.storerouter.ai/v1/products/search`
- Human page: https://storerouter.ai/catalog-coverage/stores/seroya.nyc
- Get an API key: https://platform.storerouter.ai/auth/organization

## Questions

### What does Seroya sell?

Almost entirely Apparel & Accessories: 100% of its 2,730 products. Clothing is the largest department with 2,560 products, followed by Shoes (67) and Jewelry (55). The most common Seroya categories are Tops (867), Dresses (640) and Pants (351).

### How are Seroya products categorized?

Into a shared taxonomy 6 levels deep. The first level separates Apparel & Accessories; the second separates departments such as Clothing; 5 levels down, categories are as specific as Sweaters (219 products). Every level is a search facet.

### What can I filter Seroya products by?

100 searchable fields. Well-covered attributes include fabric (94% of products), sleeve length type (61%) and neckline (57%). For fabric, the most common values are Cotton, Elastane (Spandex / Lycra) and Polyester; for sleeve length type, the most common values are Long, Sleeveless and Short.

### Is this API provided by Seroya or StoreRouter?

StoreRouter. One API key gives your app or agent access to Seroya product data and thousands more stores.

### Can I get Seroya product prices and stock status?

Yes. Bring pricing and availability into your shopping experience with structured data for selling prices, original prices, currency, and stock status.

### Can I get sizes and variants for Seroya products?

Yes. Help shoppers find their perfect match with size, color, SKU, and stock details from product lookup.

### How fresh is the data?

StoreRouter continually recrawls product pages to update product details. This page tracks 2,730 Seroya products, with coverage counts refreshed about daily.

### Where does the data come from?

Straight from seroya.nyc. StoreRouter turns product pages into rich, searchable data—organized into consistent categories and attributes so your app can connect shoppers with the right products.

## Example product

### Ry Knit Top

60% Polyester, 40% Viscose  Machine Wash Cold Made in China Style No. S-PF26-5926-12

Indexed response retrieved 2026-10-15T10:40:40.330Z. Price and availability may change.
Availability: In stock
Sizes: XXS, XS, S, M, L, XL

### Product details

Product content returned by the lookup API, ready for a product page.

```json
{
  "source": "indexed",
  "catalogKey": "seroya",
  "product": {
    "title": "Ry Knit Top",
    "brand": {
      "name": "SER.O.YA"
    },
    "productUrl": "https://seroya.nyc/products/ry-knit-top-in-bosun-brown-stripe",
    "currentPrice": 158,
    "currency": "USD",
    "inStock": true,
    "description": "   60% Polyester, 40% Viscose  Machine Wash Cold Made in China Style No. S-PF26-5926-12 ",
    "primaryImage": {
      "url": "https://cdn.shopify.com/s/files/1/0505/9028/6019/files/26-06-04_RyKnitTop_KelHotShort_BosunBrownStripe__1747_ECOMM_4daa0bd0-ec18-4d56-bcb4-4c893efbb515.jpg?v=1782158971",
      "cdnUrl": "https://cdn.octogen.ai/048279790d750a04aa0070797560ad0d/4b41c6d659f892488ea8984e4735cc8e.jpeg?request_id=86beef32-86ea-4d8f-a729-ffcbae721149",
      "width": 3447,
      "height": 4897,
      "sizeBytes": 1792013,
      "mimeType": "image/jpeg"
    },
    "details": {
      "materials": [
        "60% Polyester",
        "40% Viscose"
      ],
      "fit": [],
      "dimensions": null,
      "patterns": []
    }
  }
}
```

### Enrichment

StoreRouter classification and attributes. Use attribute_handles as search facet values.

```json
{
  "source": "indexed",
  "catalogKey": "seroya",
  "product": {
    "enrichment": {
      "type": "knit top",
      "category_path": [
        "Apparel & Accessories",
        "Clothing",
        "Tops",
        "Knitwear",
        "Sweaters"
      ],
      "styles": [
        "casual",
        "minimalist"
      ],
      "attributes": {
        "Fabric": [
          "Polyester",
          "Viscose"
        ],
        "Opacity": [
          "Opaque"
        ],
        "Pattern": [
          "Striped"
        ],
        "Neckline": [
          "Crew",
          "Round"
        ],
        "Fit (Tops)": [
          "Fitted"
        ],
        "Front Closure": [
          "None"
        ],
        "Sleeve length type": [
          "Short"
        ],
        "Front Closure Length": [
          "None"
        ]
      },
      "attribute_handles": {
        "fabric": [
          "fabric__polyester",
          "fabric__viscose"
        ],
        "fit_top": [
          "fit_top__fitted"
        ],
        "pattern": [
          "pattern__striped"
        ],
        "neckline": [
          "neckline__crew",
          "neckline__round"
        ],
        "opacity_level": [
          "opacity_level__opaque"
        ],
        "front_closure_type": [
          "front_closure_type__none"
        ],
        "sleeve_length_type": [
          "sleeve_length_type__short"
        ],
        "front_closure_length": [
          "front_closure_length__none"
        ]
      }
    }
  }
}
```

## Query this store

```bash
curl -sS https://api.storerouter.ai/v1/products/search \
  -H "Authorization: Bearer $OCTOGEN_PLATFORM_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "catalogs": ["seroya"],
    "q": "tops",
    "limit": 5
  }'
```

Selected matching products on October 15, 2026 (not the complete search response):

- [Ry Knit Top](https://seroya.nyc/products/ry-knit-top-in-bosun-brown-stripe) — $158.00
- [Marsh Top](https://seroya.nyc/products/marsh-mesh-top-drby) — $228.00
- [Hark Satin Top](https://seroya.nyc/products/hark-satin-top-rega) — $142.00
- [Yumi Top](https://seroya.nyc/products/yumi-top-admrbl) — $198.00
- [Corsa Top](https://seroya.nyc/products/corsa-top-igr) — $198.00

## Categories

| Category | Products |
| --- | --- |
| Tops | 867 |
| Dresses | 640 |
| Pants | 351 |
| Shorts | 207 |
| Skirts | 199 |
| Jackets & Coats | 140 |
| Underwear & Sleepwear | 84 |
| Jumpsuits & One-Pieces | 52 |
| Heels | 41 |
| Necklaces | 36 |

## Searchable fields

Use `name` and a `value` as a facet: `{"name": "<name>", "values": ["<value>"]}`.

| name | Field | Source | Coverage | Distinct values | Top values (`value` = label, products) |
| --- | --- | --- | --- | --- | --- |
| `color` | Product color | Merchant data | 100% | 76 | `black` = Black, 361; `white` = White, 351; `brown` = Brown, 242; `tan` = Tan, 165; `navy` = Navy, 157 |
| `color_family` | Color family | Merchant data | 100% | 12 | `Brown` = Brown, 567; `Blue` = Blue, 558; `White` = White, 490; `Black` = Black, 361; `Green` = Green, 300 |
| `is_activewear` | Activewear | Merchant data | 100% | 2 | `false` = False, 2,598; `true` = True, 132 |
| `age_groups` | Age Group | StoreRouter enrichment | 100% | 1 | `adult` = Adult, 2,730 |
| `category_path.depth_0` | Category at depth 0 | StoreRouter enrichment | 100% | 1 | `apparel & accessories` = Apparel & Accessories, 2,730 |
| `category_path.depth_1` | Category at depth 1 | StoreRouter enrichment | 100% | 5 | `clothing` = Clothing, 2,560; `shoes` = Shoes, 67; `jewelry` = Jewelry, 55; `accessories` = Accessories, 39; `bags` = Bags, 9 |
| `category_path.depth_2` | Category at depth 2 | StoreRouter enrichment | 100% | 22 | `tops` = Tops, 867; `dresses` = Dresses, 640; `pants` = Pants, 351; `shorts` = Shorts, 207; `skirts` = Skirts, 199 |
| `gender` | Gender | StoreRouter enrichment | 100% | 3 | `female` = Female, 2,192; `unisex` = Unisex, 297; `male` = Male, 241 |
| `pattern` | Pattern | StoreRouter enrichment | 100% | 45 | `pattern__solid` = Solid, 2,158; `pattern__texture` = Texture, 428; `pattern__striped` = Striped, 160; `pattern__logo` = Logo, 113; `pattern__animal` = Animal, 66 |
| `fabric` | Fabric | StoreRouter enrichment | 95% | 46 | `fabric__cotton` = Cotton, 1,060; `fabric__elastane` = Elastane (Spandex / Lycra), 994; `fabric__polyester` = Polyester, 902; `fabric__nylon` = Nylon / Polyamide, 413; `fabric__viscose` = Viscose, 397 |
| `category_path.depth_3` | Category at depth 3 | StoreRouter enrichment | 62% | 40 | `knitwear` = Knitwear, 283; `tank tops & sleeveless` = Tank Tops & Sleeveless, 180; `shirts & blouses` = Shirts & Blouses, 179; `jeans` = Jeans, 158; `casual shorts` = Casual Shorts, 96 |
| `sleeve_length_type` | Sleeve length type | StoreRouter enrichment | 62% | 4 | `sleeve_length_type__long` = Long, 885; `sleeve_length_type__sleeveless` = Sleeveless, 547; `sleeve_length_type__short` = Short, 247; `sleeve_length_type__3/4` = 3/4, 2 |
| `neckline` | Neckline | StoreRouter enrichment | 57% | 24 | `neckline__collared` = Collared, 294; `neckline__crew` = Crew, 224; `neckline__mock` = Mock Neck, 196; `neckline__v_neck` = V Neck, 154; `neckline__round` = Round, 152 |
| `graphic_type` | Graphic Type | StoreRouter enrichment | 49% | 8 | `graphic_type__solid_no_print` = Solid / No Print, 1,243; `graphic_type__logo_branded` = Logo Print, 40; `graphic_type__logo_embroidery` = Logo Embroidery, 29; `graphic_type__abstract_print` = Abstract Graphic, 13; `graphic_type__slogan_text` = Text / Slogan Print, 13 |
| `front_closure_type` | Front Closure | StoreRouter enrichment | 34% | 6 | `front_closure_type__none` = None, 541; `front_closure_type__buttons` = Buttons, 298; `front_closure_type__zipper` = Zipper, 49; `front_closure_type__tie_lace_up` = Tie / Lace-Up, 28; `front_closure_type__snaps` = Snaps, 6 |
| `general_clothing_features` | General Clothing Features | StoreRouter enrichment | 33% | 3 | `general_clothing_features__stretchable` = Stretchable, 895; `general_clothing_features__hypoallergenic` = Hypoallergenic, 2; `general_clothing_features__reversible` = Reversible, 1 |
| `skirt_dress_length_type` | Skirt/Dress length type | StoreRouter enrichment | 30% | 4 | `skirt_dress_length_type__mini` = Mini, 441; `skirt_dress_length_type__maxi` = Maxi, 215; `skirt_dress_length_type__midi` = Midi, 173; `skirt_dress_length_type__knee` = Knee, 2 |
| `category_path.depth_4` | Category at depth 4 | StoreRouter enrichment | 26% | 35 | `sweaters` = Sweaters, 219; `tank & cami tops` = Tank & Cami Tops, 107; `cardigans` = Cardigans, 64; `tube tops` = Tube Tops, 35; `bralette tops` = Bralette Tops, 31 |
| `front_closure_length` | Front Closure Length | StoreRouter enrichment | 26% | 6 | `front_closure_length__none` = None, 446; `front_closure_length__full` = Full, 204; `front_closure_length__short_placket` = Short Placket, 33; `front_closure_length__quarter` = Quarter, 20; `front_closure_length__half` = Half, 5 |
| `opacity_level` | Opacity | StoreRouter enrichment | 24% | 3 | `opacity_level__opaque` = Opaque, 351; `opacity_level__sheer` = Sheer, 186; `opacity_level__semi_sheer` = Semi-Sheer, 120 |
| `dress_style` | Dress style | StoreRouter enrichment | 23% | 23 | `dress_style__bodycon` = Bodycon, 344; `dress_style__sweater` = Sweater, 210; `dress_style__slip` = Slip, 60; `dress_style__backless` = Backless, 54; `dress_style__asymmetrical` = Asymmetrical, 52 |
| `collar_style` | Collar Style | StoreRouter enrichment | 22% | 10 | `collar_style__collarless` = Collarless, 209; `collar_style__crew` = Crew, 114; `collar_style__button_down` = Button-Down, 67; `collar_style__stand_funnel` = Stand / Funnel, 58; `collar_style__notched_lapel` = Notched Lapel, 49 |
| `fit_top` | Fit (Tops) | StoreRouter enrichment | 15% | 6 | `fit_top__fitted` = Fitted, 174; `fit_top__relaxed` = Relaxed, 116; `fit_top__oversized` = Oversized, 101; `fit_top__tailored` = Tailored, 13; `fit_top__boxy` = Boxy, 10 |
| `top_length_type` | Top length type | StoreRouter enrichment | 14% | 5 | `top_length_type__cropped` = Cropped, 247; `top_length_type__extended_bodysuit` = Extended / Bodysuit, 53; `top_length_type__hip_length` = Hip Length, 44; `top_length_type__waist_length` = Waist Length, 25; `top_length_type__tunic_length` = Tunic Length, 7 |
| `denim_wash_effects` | Denim Finish Effects | StoreRouter enrichment | 13% | 6 | `denim_wash_effects__distressed` = Distressed, 219; `denim_wash_effects__clean_none` = Clean / None, 102; `denim_wash_effects__raw` = Raw, 30; `denim_wash_effects__faded_stonewash` = Faded / Stonewash, 27; `denim_wash_effects__waxed_sheen` = Waxed / Sheen, 12 |
| `pants_leg_shape` | Leg Shape | StoreRouter enrichment | 12% | 10 | `pants_leg_shape__wide_leg` = Wide Leg, 117; `pants_leg_shape__flare` = Flare, 61; `pants_leg_shape__jogger` = Jogger, 53; `pants_leg_shape__straight` = Straight, 46; `pants_leg_shape__cuffed` = Cuffed, 38 |
| `fit_bottoms` | Fit | StoreRouter enrichment | 12% | 8 | `fit_bottoms__relaxed_boyfriend_fit` = Relaxed / Boyfriend Fit, 111; `fit_bottoms__wide_leg_volume_fit` = Wide-Leg Volume Fit, 79; `fit_bottoms__loose_slouchy_fit` = Loose / Slouchy Fit, 69; `fit_bottoms__straight_through_fit` = Straight-Through Fit, 35; `fit_bottoms__hip_hugging_skinny_fit` = Hip-Hugging (Skinny Fit), 28 |
| `denim_wash` | Denim Wash | StoreRouter enrichment | 11% | 7 | `denim_wash__light` = Light, 118; `denim_wash__colored` = Colored, 105; `denim_wash__white` = White / Ecru, 35; `denim_wash__black` = Black, 29; `denim_wash__dark` = Dark, 21 |
| `placket_type` | Front Opening | StoreRouter enrichment | 10% | 4 | `placket_type__exposed` = Visible Buttons, 272; `placket_type__snap` = Snap Closure, 6; `placket_type__concealed` = Hidden Buttons, 3; `placket_type__fly_front` = Covered Zip, 1 |
| `construction_detail` | Construction Detail | StoreRouter enrichment | 10% | 7 | `construction_detail__ruched` = Ruched, 170; `construction_detail__pleated` = Pleated, 42; `construction_detail__draped` = Draped, 38; `construction_detail__smocked` = Smocked, 16; `construction_detail__side_ruched` = Side Ruched, 11 |
| `denim_fabric` | Denim Fabric | StoreRouter enrichment | 10% | 3 | `denim_fabric__stretch` = Stretch, 118; `denim_fabric__rigid` = Rigid, 106; `denim_fabric__colored` = Colored, 86 |
| `occasion_style_dresses` | Dress occasion | StoreRouter enrichment | 10% | 5 | `occasion_style_dresses__casual` = Casual, 198; `occasion_style_dresses__evening` = Evening, 57; `occasion_style_dresses__cocktail` = Cocktail, 27; `occasion_style_dresses__black_tie` = Black Tie, 2; `occasion_style_dresses__work` = Work, 2 |
| `bottoms_closure` | Bottoms Closure | StoreRouter enrichment | 9% | 6 | `bottoms_closure__drawstring` = Drawstring, 164; `bottoms_closure__pull_on` = Pull-On, 69; `bottoms_closure__zip` = Zip Fly, 12; `bottoms_closure__buttons` = Button Fly, 10; `bottoms_closure__side_zip` = Side Zip, 5 |
| `waist_rise` | Waist rise | StoreRouter enrichment | 9% | 3 | `waist_rise__mid` = Mid, 133; `waist_rise__low` = Low, 62; `waist_rise__high` = High, 61 |
| `sleeve_style` | Sleeve Style | StoreRouter enrichment | 9% | 12 | `sleeve_style__drop_shoulder` = Drop Shoulder, 127; `sleeve_style__set_in` = Set-In, 43; `sleeve_style__bell` = Bell, 42; `sleeve_style__cap` = Cap, 7; `sleeve_style__bishop` = Bishop, 6 |
| `knit_style` | Knit Style | StoreRouter enrichment | 7% | 8 | `knit_style__rib_knit` = Rib Knit, 127; `knit_style__jersey` = Jersey, 30; `knit_style__cable_knit` = Cable Knit, 18; `knit_style__jacquard` = Jacquard, 11; `knit_style__french_terry` = French Terry, 8 |
| `openwork_detail` | Openwork Detail | StoreRouter enrichment | 7% | 4 | `openwork_detail__cutouts` = Cutouts, 103; `openwork_detail__crochet` = Crochet, 48; `openwork_detail__open_knit` = Open Knit, 47; `openwork_detail__fishnet` = Fishnet, 2 |
| `denim_hem_style` | Denim Hem Style | StoreRouter enrichment | 7% | 5 | `denim_hem_style__frayed` = Frayed, 105; `denim_hem_style__regular` = Regular, 58; `denim_hem_style__cuffed` = Cuffed, 15; `denim_hem_style__zip` = Zip, 2; `denim_hem_style__split` = Split, 1 |
| `surface_finish` | Surface Finish | StoreRouter enrichment | 6% | 3 | `surface_finish__glossy` = Glossy, 87; `surface_finish__metallic` = Metallic, 69; `surface_finish__matte` = Matte, 16 |
| `fabric_weight` | Fabric Weight | StoreRouter enrichment | 6% | 3 | `fabric_weight__sheer` = Sheer, 106; `fabric_weight__lightweight` = Lightweight, 82; `fabric_weight__midweight` = Midweight, 3 |
| `embellishments` | Embellishments | StoreRouter enrichment | 5% | 8 | `embellishments__contrast_piping` = Contrast Trim / Piping, 75; `embellishments__embroidery` = Embroidery, 27; `embellishments__decorative_buttons` = Decorative Buttons, 21; `embellishments__bow` = Bow, 13; `embellishments__beading` = Beading, 5 |
| `pants_length_type` | Pants length type | StoreRouter enrichment | 5% | 6 | `pants_length_type__long` = Long, 38; `pants_length_type__ankle` = Ankle Length, 29; `pants_length_type__cropped` = Cropped, 22; `pants_length_type__above_the_knee` = Above the Knee, 21; `pants_length_type__footed` = Footed, 13 |
| `skirt_style` | Skirt style | StoreRouter enrichment | 5% | 10 | `skirt_style__pencil` = Pencil, 76; `skirt_style__a_line` = A-Line, 12; `skirt_style__cargo` = Cargo, 12; `skirt_style__flared` = Flared, 10; `skirt_style__tailored` = Tailored, 9 |
| `stretch_level` | Stretch Level | StoreRouter enrichment | 4% | 3 | `stretch_level__none` = None, 100; `stretch_level__low` = Low, 7; `stretch_level__high` = High, 3 |
| `outerwear_length_type` | Outerwear Length | StoreRouter enrichment | 4% | 5 | `outerwear_length_type__hip` = Hip Length, 72; `outerwear_length_type__cropped` = Cropped, 23; `outerwear_length_type__knee` = Knee Length, 8; `outerwear_length_type__maxi` = Maxi, 2; `outerwear_length_type__mid_thigh` = Mid-Thigh, 1 |
| `season` | Season | StoreRouter enrichment | 4% | 3 | `season__cold_weather` = Cold Weather, 59; `season__warm_weather` = Warm Weather, 43; `season__cool_weather` = Cool Weather, 6 |
| `occasion_general` | Occasion | StoreRouter enrichment | 4% | 2 | `occasion_general__casual` = Casual, 102; `occasion_general__work` = Work, 1 |
| `slit_style` | Slit Style | StoreRouter enrichment | 3% | 4 | `slit_style__side_slit` = Side Slit, 36; `slit_style__high_slit` = High Slit, 32; `slit_style__front_slit` = Front Slit, 22; `slit_style__back_slit` = Back Slit, 4 |
| `shoe_heel_height` | Heel height | StoreRouter enrichment | 3% | 4 | `shoe_heel_height__high_heel` = High Heel, 47; `shoe_heel_height__mid_heel` = Mid Heel, 11; `shoe_heel_height__low_heel` = Low Heel, 7; `shoe_heel_height__flats` = Flats, 2 |
| `toe_style` | Toe Shape | StoreRouter enrichment | 3% | 2 | `toe_style__pointed` = Pointed, 50; `toe_style__open` = Open-Toe, 19 |
| `footwear_material` | Footwear material | StoreRouter enrichment | 2% | 8 | `footwear_material__leather` = Leather, 52; `footwear_material__patent_leather` = Patent Leather, 19; `footwear_material__satin` = Satin, 4; `footwear_material__silk` = Silk, 4; `footwear_material__fabric_textile` = Fabric / Textile, 3 |
| `shorts_fit` | Shorts Fit | StoreRouter enrichment | 2% | 4 | `shorts_fit__relaxed` = Relaxed, 46; `shorts_fit__loose` = Loose, 13; `shorts_fit__tailored` = Tailored, 8; `shorts_fit__athletic` = Athletic, 1 |
| `shoe_closure_type` | Closure type | StoreRouter enrichment | 2% | 7 | `shoe_closure_type__slip-on` = Slip-On, 24; `shoe_closure_type__buckles` = Buckles, 19; `shoe_closure_type__slingback` = Slingback, 19; `shoe_closure_type__none` = None, 13; `shoe_closure_type__straps` = Straps, 10 |
| `jewelry_material` | Jewelry material | StoreRouter enrichment | 2% | 16 | `jewelry_material__brass` = Brass, 26; `jewelry_material__stone` = Stone, 24; `jewelry_material__gold_plated` = Gold Plated, 22; `jewelry_material__sterling_silver` = Sterling Silver, 17; `jewelry_material__pearl` = Pearl, 14 |
| `one_piece_style` | One-piece style | StoreRouter enrichment | 2% | 7 | `one_piece_style__jumpsuit` = Jumpsuit, 26; `one_piece_style__romper` = Romper, 21; `one_piece_style__catsuit` = Catsuit, 5; `one_piece_style__bodysuit` = Bodysuit, 3; `one_piece_style__boiler_suit` = Boiler Suit, 1 |
| `heel_shoe_style_type` | Shoe Type (Silhouette/Style) | StoreRouter enrichment | 2% | 5 | `heel_shoe_style_type__slingback` = Slingback, 18; `heel_shoe_style_type__mule_heeled` = Mule, 10; `heel_shoe_style_type__pump` = Pump, 10; `heel_shoe_style_type__loafer_heels` = Loafer Heels, 2; `heel_shoe_style_type__sandal_heeled` = Heeled Sandal, 2 |
| `outerwear_unique_features` | Outerwear Features | StoreRouter enrichment | 2% | 4 | `outerwear_unique_features__belted` = Belted, 21; `outerwear_unique_features__double_breasted` = Double Breasted, 11; `outerwear_unique_features__hooded` = Hooded, 7; `outerwear_unique_features__insulated` = Insulated, 3 |
| `shoe_heel_type` | Heel Type (Shape / Construction) | StoreRouter enrichment | 2% | 3 | `shoe_heel_type__stiletto` = Stiletto, 34; `shoe_heel_type__kitten` = Kitten, 6; `shoe_heel_type__wedge` = Wedge, 1 |
| `jewelry_type` | Jewelry type | StoreRouter enrichment | 1% | 3 | `jewelry_type__costume` = Costume, 34; `jewelry_type__fine_jewelry` = Fine Jewelry, 2; `jewelry_type__imitation_jewelry` = Imitation Jewelry, 2 |
| `occasion_style_shoes` | Occasion style | StoreRouter enrichment | 1% | 2 | `occasion_style_shoes__formal` = Formal, 30; `occasion_style_shoes__casual` = Casual, 8 |
| `sandal_style` | Sandal style | StoreRouter enrichment | 1% | 6 | `sandal_style__slingback` = Slingback, 19; `sandal_style__ankle_strap` = Ankle Strap, 12; `sandal_style__slide` = Slide, 6; `sandal_style__thong` = Thong, 6; `sandal_style__lace_up` = Lace Up, 3 |
| `necklace_design` | Necklace design | StoreRouter enrichment | 1% | 6 | `necklace_design__beaded` = Beaded, 29; `necklace_design__strand` = Strand, 14; `necklace_design__statement` = Statement, 12; `necklace_design__chain` = Chain, 5; `necklace_design__pendant` = Pendant, 5 |
| `material` | Material | StoreRouter enrichment | 1% | 11 | `material__cotton` = Cotton, 16; `material__leather` = Leather, 7; `material__denim` = Denim, 4; `material__elastane` = Elastane (Spandex / Lycra), 4; `material__acrylic` = Acrylic, 3 |
| `pants_leg_length` | Pants Leg Length | StoreRouter enrichment | 1% | 4 | `pants_leg_length__cropped` = Cropped, 21; `pants_leg_length__ankle` = Ankle, 6; `pants_leg_length__long` = Long, 4; `pants_leg_length__regular` = Regular, 3 |
| `activewear_unique_features` | Activewear Features | StoreRouter enrichment | 1% | 2 | `activewear_unique_features__adjustable_waistband` = Adjustable Waistband, 30; `activewear_unique_features__seamless` = Seamless, 1 |
| `bra_strap_type` | Bra strap type | StoreRouter enrichment | 1% | 2 | `bra_strap_type__standard` = Standard, 27; `bra_strap_type__adjustable` = Adjustable, 4 |
| `bra_style` | Bra style | StoreRouter enrichment | 1% | 9 | `bra_style__wireless` = Wireless, 29; `bra_style__strapless` = Strapless, 18; `bra_style__adhesive` = Adhesive, 15; `bra_style__bralette` = Bralette, 13; `bra_style__triangle` = Triangle, 10 |
| `sustainability_features` | Sustainability Features | StoreRouter enrichment | 1% | 3 | `sustainability_features__vegan` = Vegan, 17; `sustainability_features__recycled_materials` = Recycled Materials, 9; `sustainability_features__eco_friendly` = Eco-Friendly, 4 |
| `intimates_unique_features` | Intimates Features | StoreRouter enrichment | <1% | 1 | `intimates_unique_features__seamless` = Seamless, 21 |
| `bra_closure_type` | Bra closure type | StoreRouter enrichment | <1% | 2 | `bra_closure_type__back` = Back, 16; `bra_closure_type__pull-on-no-closure` = Pull-on (no Closure), 4 |
| `category_path.depth_5` | Category at depth 5 | StoreRouter enrichment | <1% | 4 | `lounge bottoms` = Lounge Bottoms, 11; `full body shapers` = Full Body Shapers, 4; `thigh slimmers` = Thigh Slimmers, 3; `lounge tops` = Lounge Tops, 1 |
| `underwear_coverage_style` | Underwear coverage style | StoreRouter enrichment | <1% | 3 | `underwear_coverage_style__thong` = Thong, 15; `underwear_coverage_style__brief` = Brief, 3; `underwear_coverage_style__boyshort` = Boyshort, 1 |
| `bra_coverage_style` | Bra coverage style | StoreRouter enrichment | <1% | 3 | `bra_coverage_style__minimal` = Minimal, 9; `bra_coverage_style__plunge` = Plunge, 5; `bra_coverage_style__bandeau` = Bandeau, 3 |
| `earring_design` | Earring design | StoreRouter enrichment | <1% | 4 | `earring_design__drop` = Drop, 8; `earring_design__stud` = Stud, 6; `earring_design__hoop` = Hoop, 2; `earring_design__clip_on` = Clip-On, 1 |
| `lining_material_outerwear` | Lining Material | StoreRouter enrichment | <1% | 7 | `lining_material_outerwear__fleece` = Fleece, 6; `lining_material_outerwear__polyester` = Polyester, 3; `lining_material_outerwear__faux_fur` = Faux Fur, 2; `lining_material_outerwear__fully_lined` = Fully Lined, 1; `lining_material_outerwear__padded` = Padded, 1 |
| `care_instructions` | Care instructions | StoreRouter enrichment | <1% | 2 | `care_instructions__machine_washable` = Machine Washable, 7; `care_instructions__dry_clean_only` = Dry Clean Only, 4 |
| `headwear_features` | Headwear features | StoreRouter enrichment | <1% | 1 | `headwear_features__adjustable_fit` = Adjustable Fit, 10 |
| `shoe_sole_type` | Sole Type | StoreRouter enrichment | <1% | 2 | `shoe_sole_type__smooth_leather` = Smooth / Leather Sole, 9; `shoe_sole_type__platform` = Platform, 1 |
| `bag_case_material` | Bag/Case material | StoreRouter enrichment | <1% | 4 | `bag_case_material__leather` = Leather, 5; `bag_case_material__metal` = Metal, 5; `bag_case_material__polyester` = Polyester, 1; `bag_case_material__velvet` = Velvet, 1 |
| `bag_closure_type` | Bag closure type | StoreRouter enrichment | <1% | 3 | `bag_closure_type__flap` = Flap, 4; `bag_closure_type__latch` = Latch, 4; `bag_closure_type__push_lock` = Push Lock, 1 |
| `bag_shape` | Bag Shape | StoreRouter enrichment | <1% | 3 | `bag_shape__rectangle` = Rectangle, 6; `bag_shape__box` = Box, 3; `bag_shape__frame` = Frame, 2 |
| `boot_shaft_height` | Boot Shaft Height | StoreRouter enrichment | <1% | 2 | `boot_shaft_height__knee_high` = Knee-High, 8; `boot_shaft_height__ankle_low` = Ankle / Low, 1 |
| `boot_style` | Boot style | StoreRouter enrichment | <1% | 1 | `boot_style__classic_other` = Classic/Other, 9 |
| `bra_features` | Bra features | StoreRouter enrichment | <1% | 3 | `bra_features__adjustable_strap` = Adjustable Strap, 4; `bra_features__removable_padding` = Removable Padding, 3; `bra_features__underwire_support` = Underwire Support, 2 |
| `closure_type_belts` | Closure Type | StoreRouter enrichment | <1% | 2 | `closure_type_belts__plaque` = Plate Buckle, 4; `closure_type_belts__buckle` = Classic Buckle, 3 |
| `hardware_finish` | Hardware finish | StoreRouter enrichment | <1% | 2 | `hardware_finish__gold` = Gold, 8; `hardware_finish__silver` = Silver, 1 |
| `scarf_shawl_style` | Scarf/Shawl style | StoreRouter enrichment | <1% | 3 | `scarf_shawl_style__regular` = Regular, 3; `scarf_shawl_style__blanket` = Blanket, 2; `scarf_shawl_style__square` = Square, 2 |
| `shaft_design` | Shaft Design | StoreRouter enrichment | <1% | 1 | `shaft_design__standard` = Standard, 9 |
| `top_hem_shape` | Top Hem Shape | StoreRouter enrichment | <1% | 2 | `top_hem_shape__asymmetric` = Asymmetric, 6; `top_hem_shape__handkerchief` = Handkerchief, 3 |
| `bra_support_level` | Bra support level | StoreRouter enrichment | <1% | 2 | `bra_support_level__light` = Light, 5; `bra_support_level__low` = Low, 1 |
| `clutch_style` | Clutch Style | StoreRouter enrichment | <1% | 2 | `clutch_style__minaudiere` = Minaudiere, 3; `clutch_style__envelope` = Envelope, 2 |
| `compression_level` | Compression level | StoreRouter enrichment | <1% | 2 | `compression_level__light` = Light, 5; `compression_level__medium` = Medium, 5 |
| `size_group` | Size Type | StoreRouter enrichment | <1% | 1 | `size_group__regular` = Regular, 5 |
| `baby_unique_features` | Baby & Toddler Features | StoreRouter enrichment | <1% | 2 | `baby_unique_features__adjustable_waistband` = Adjustable Waistband, 2; `baby_unique_features__easy_buttons_snaps` = Easy to Use Buttons/Snaps, 1 |
| `bag_size` | Bag Size | StoreRouter enrichment | <1% | 1 | `bag_size__mini` = Mini, 3 |
| `bracelet_design` | Bracelet design | StoreRouter enrichment | <1% | 3 | `bracelet_design__beaded` = Beaded, 3; `bracelet_design__charm` = Charm, 2; `bracelet_design__chain` = Chain, 1 |
| `carry_options` | Carry options | StoreRouter enrichment | <1% | 2 | `carry_options__handle` = Handle, 4; `carry_options__crossbody_strap` = Crossbody Strap, 1 |
| `insulation_level` | Insulation Level | StoreRouter enrichment | <1% | 3 | `insulation_level__heavyweight` = Heavyweight, 1; `insulation_level__lightweight` = Lightweight, 1; `insulation_level__midweight` = Midweight, 1 |
| `ring_design` | Ring design | StoreRouter enrichment | 0% | 1 | `ring_design__signet` = Signet, 1 |
| `brand_name` | Canonical brand name | Brand | 100% | 6 | `SER.O.YA` = SER.O.YA, 2,561; `Retrofete` = Retrofete, 99; `Commando` = Commando, 38; `Martha Calvo` = Martha Calvo, 16; `Nood` = Nood, 13 |