# Bysamiiryan (bysamiiryan.com) product data API

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

- Catalog key: `bysamiiryan` (pass in `"catalogs"` to narrow a search to this store)
- Products: 675
- Snapshot: 2026-10-19T17:34:01Z (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/bysamiiryan
- Get an API key: https://platform.storerouter.ai/auth/organization

## Questions

### What does Bysamiiryan sell?

Almost entirely Apparel & Accessories: 99.8% of its 675 products. Clothing is the largest department with 599 products, followed by Accessories (40) and Bags (35). The most common Bysamiiryan categories are Tops (318), Pants (162) and Jackets & Coats (46).

### How are Bysamiiryan products categorized?

Into a shared taxonomy 6 levels deep. The first level separates Apparel & Accessories and Media; the second separates departments such as Clothing; 5 levels down, categories are as specific as Hoodies (81 products). Every level is a search facet.

### What can I filter Bysamiiryan products by?

79 searchable fields. Well-covered attributes include fabric (74% of products), graphic type (59%) and sleeve length type (52%). For fabric, the most common values are Cotton, Terrycloth and Polyester; for graphic type, the most common values are Character / Pop Culture, Text / Slogan Print and Logo Print.

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

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

### Can I get Bysamiiryan 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 Bysamiiryan 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 675 Bysamiiryan products, with coverage counts refreshed about daily.

### Where does the data come from?

Straight from bysamiiryan.com. 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

### Bratz Vintage Tank

OFFICIAL COLLABORATION WITH BRATZ® Serve peak attitude with this white ribbed tank top, featuring airbrush-inspired graphic artwork from our exclusive Bratz® collaboration. Designed with a stretch ribbed knit and fitted silhouette, it's the ultimate go-to piece for layering or wearing solo. Details:   Soft, fine-ribbed stretch fabric   Airbrush-inspired screen print graphic on front featuring iconic Bratz® characters and logo   Subtle By Samii Ryan logo printed on back upper neck   Scoop neckline with wide straps   Cropped, fitted silhouette   The model is 5'6" wearing a size small Care:   Hand wash cold   Do not use chlorine bleach   Hang dry in a well-ventilated area   Cool iron on reverse side (do not iron directly on print)

Indexed response retrieved 2026-10-20T00:26:07.099Z. Price and availability may change.
Availability: In stock
Sizes: XS, S, M, L, XL, 2XL

### Product details

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

```json
{
  "source": "indexed",
  "catalogKey": "bysamiiryan",
  "product": {
    "title": "Bratz Vintage Tank",
    "brand": {
      "name": "Samii Ryan"
    },
    "productUrl": "https://bysamiiryan.com/products/bratz-vintage-tank",
    "currentPrice": 42,
    "currency": "USD",
    "inStock": true,
    "description": "OFFICIAL COLLABORATION WITH BRATZ® Serve peak attitude with this white ribbed tank top, featuring airbrush-inspired graphic artwork from our exclusive Bratz® collaboration. Designed with a stretch ribbed knit and fitted silhouette, it's the ultimate go-to piece for layering or wearing solo. Details:   Soft, fine-ribbed stretch fabric   Airbrush-inspired screen print graphic on front featuring iconic Bratz® characters and logo   Subtle By Samii Ryan logo printed on back upper neck   Scoop neckline with wide straps   Cropped, fitted silhouette   The model is 5'6\" wearing a size small Care:   Hand wash cold   Do not use chlorine bleach   Hang dry in a well-ventilated area   Cool iron on reverse side (do not iron directly on print)  ",
    "primaryImage": {
      "url": "https://cdn.shopify.com/s/files/1/1626/0553/files/SamiiXBratz_35.jpg?v=1785417112",
      "cdnUrl": "https://cdn.octogen.ai/7063d4aae2737fca5acf1099cd1585bb/732fcad01e28f0e28ada4ec60b5061dd.webp?request_id=924e17a4-3c37-4a36-80c0-f082bd9bbedf",
      "width": 2400,
      "height": 3000,
      "sizeBytes": 539510,
      "mimeType": "image/webp"
    },
    "details": {
      "materials": [
        "Soft, fine-ribbed stretch fabric"
      ],
      "fit": [],
      "dimensions": null,
      "patterns": []
    }
  }
}
```

### Enrichment

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

```json
{
  "source": "indexed",
  "catalogKey": "bysamiiryan",
  "product": {
    "enrichment": {
      "type": "tank top",
      "category_path": [
        "Apparel & Accessories",
        "Clothing",
        "Tops",
        "Tank Tops & Sleeveless",
        "Tank & Cami Tops"
      ],
      "styles": [
        "y2k",
        "streetwear",
        "casual"
      ],
      "attributes": {
        "Pattern": [
          "Art",
          "Characters",
          "Logo",
          "Text"
        ],
        "Neckline": [
          "Round",
          "Spaghetti Strap"
        ],
        "Fit (Tops)": [
          "Fitted"
        ],
        "Knit Style": [
          "Rib Knit"
        ],
        "Graphic Type": [
          "Character / Pop Culture",
          "Logo Print",
          "Photo Print / Art",
          "Text / Slogan Print"
        ],
        "Front Closure": [
          "None"
        ],
        "Sleeve length type": [
          "Sleeveless"
        ],
        "Front Closure Length": [
          "None"
        ],
        "General Clothing Features": [
          "Stretchable"
        ]
      },
      "attribute_handles": {
        "fit_top": [
          "fit_top__fitted"
        ],
        "pattern": [
          "pattern__art",
          "pattern__characters",
          "pattern__logo",
          "pattern__text"
        ],
        "neckline": [
          "neckline__round",
          "neckline__spaghetti_strap"
        ],
        "knit_style": [
          "knit_style__rib_knit"
        ],
        "graphic_type": [
          "graphic_type__character_pop_culture",
          "graphic_type__logo_branded",
          "graphic_type__photo_art",
          "graphic_type__slogan_text"
        ],
        "front_closure_type": [
          "front_closure_type__none"
        ],
        "sleeve_length_type": [
          "sleeve_length_type__sleeveless"
        ],
        "front_closure_length": [
          "front_closure_length__none"
        ],
        "general_clothing_features": [
          "general_clothing_features__stretchable"
        ]
      }
    }
  }
}
```

## 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": ["bysamiiryan"],
    "q": "tops",
    "limit": 5
  }'
```

Selected matching products on October 20, 2026 (not the complete search response):

- [Bratz Vintage Tank](https://bysamiiryan.com/products/bratz-vintage-tank) — $42.00
- [Serotonin Long Sleeve, Green](https://bysamiiryan.com/products/serotonin-long-sleeve-green) — $22.00
- [Serotonin Long Sleeve, Bone](https://bysamiiryan.com/products/serotonin-long-sleeve-bone) — $22.00
- [Self Care 3-Pack Tees](https://bysamiiryan.com/products/self-care-3-pack-tees) — $28.80
- [Charmed Waffle Knit Long Sleeve](https://bysamiiryan.com/products/charmed-waffle-knit-long-sleeve) — $27.00

## Prices

Median price $59 across 673 priced products. Current prices, assumed USD.

| Price range | Products |
| --- | --- |
| Under $15 | 5 |
| $15–$25 | 40 |
| $25–$35 | 58 |
| $35–$45 | 136 |
| $45–$55 | 62 |
| $55–$65 | 64 |
| $65–$75 | 55 |
| $75–$85 | 27 |
| $85–$95 | 98 |
| $95 and up | 128 |

## Categories

| Category | Products |
| --- | --- |
| Tops | 318 |
| Pants | 162 |
| Jackets & Coats | 46 |
| Hats & Headwear | 35 |
| Shorts | 28 |
| Underwear & Sleepwear | 25 |
| Totes & Shoppers | 24 |
| Swimwear | 5 |
| Bucket Bags | 4 |
| Jumpsuits & One-Pieces | 4 |

## 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) |
| --- | --- | --- | --- | --- | --- |
| `is_activewear` | Activewear | Merchant data | 100% | 2 | `false` = False, 480; `true` = True, 194 |
| `color` | Product color | Merchant data | 47% | 33 | `white` = White, 55; `black` = Black, 40; `blue` = Blue, 33; `red` = Red, 26; `purple` = Purple, 16 |
| `color_family` | Color family | Merchant data | 47% | 12 | `Blue` = Blue, 72; `White` = White, 69; `Black` = Black, 40; `Brown` = Brown, 27; `Red` = Red, 26 |
| `category_path.depth_0` | Category at depth 0 | StoreRouter enrichment | 100% | 2 | `apparel & accessories` = Apparel & Accessories, 674; `media` = Media, 1 |
| `category_path.depth_1` | Category at depth 1 | StoreRouter enrichment | 100% | 4 | `clothing` = Clothing, 599; `accessories` = Accessories, 40; `bags` = Bags, 35; `books` = Books, 1 |
| `category_path.depth_2` | Category at depth 2 | StoreRouter enrichment | 100% | 22 | `tops` = Tops, 318; `pants` = Pants, 162; `jackets & coats` = Jackets & Coats, 46; `hats & headwear` = Hats & Headwear, 35; `shorts` = Shorts, 28 |
| `age_groups` | Age Group | StoreRouter enrichment | 100% | 3 | `adult` = Adult, 652; `kids` = Kids, 20; `toddler` = Toddler, 8 |
| `gender` | Gender | StoreRouter enrichment | 100% | 2 | `unisex` = Unisex, 527; `female` = Female, 147 |
| `pattern` | Pattern | StoreRouter enrichment | 100% | 33 | `pattern__characters` = Characters, 469; `pattern__text` = Text, 376; `pattern__logo` = Logo, 291; `pattern__solid` = Solid, 266; `pattern__art` = Art, 104 |
| `category_path.depth_3` | Category at depth 3 | StoreRouter enrichment | 97% | 37 | `sweatshirts & hoodies` = Sweatshirts & Hoodies, 143; `t-shirts` = T-Shirts, 142; `sweatpants` = Sweatpants, 105; `jackets` = Jackets, 34; `tote bags` = Tote Bags, 23 |
| `fabric` | Fabric | StoreRouter enrichment | 75% | 26 | `fabric__cotton` = Cotton, 218; `fabric__terrycloth` = Terrycloth, 100; `fabric__polyester` = Polyester, 79; `fabric__fleece` = Fleece, 65; `fabric__denim` = Denim, 31 |
| `graphic_type` | Graphic Type | StoreRouter enrichment | 60% | 7 | `graphic_type__character_pop_culture` = Character / Pop Culture, 319; `graphic_type__slogan_text` = Text / Slogan Print, 209; `graphic_type__logo_branded` = Logo Print, 83; `graphic_type__logo_embroidery` = Logo Embroidery, 82; `graphic_type__logo_patch` = Logo Patch, 36 |
| `sleeve_length_type` | Sleeve length type | StoreRouter enrichment | 52% | 3 | `sleeve_length_type__long` = Long, 200; `sleeve_length_type__short` = Short, 138; `sleeve_length_type__sleeveless` = Sleeveless, 13 |
| `front_closure_type` | Front Closure | StoreRouter enrichment | 48% | 5 | `front_closure_type__none` = None, 252; `front_closure_type__zipper` = Zipper, 43; `front_closure_type__buttons` = Buttons, 26; `front_closure_type__snaps` = Snaps, 5; `front_closure_type__tie_lace_up` = Tie / Lace-Up, 1 |
| `neckline` | Neckline | StoreRouter enrichment | 48% | 12 | `neckline__crew` = Crew, 205; `neckline__round` = Round, 93; `neckline__hooded` = Hooded, 82; `neckline__collared` = Collared, 13; `neckline__mock` = Mock Neck, 8 |
| `front_closure_length` | Front Closure Length | StoreRouter enrichment | 45% | 6 | `front_closure_length__none` = None, 247; `front_closure_length__full` = Full, 45; `front_closure_length__quarter` = Quarter, 4; `front_closure_length__three_quarter` = 3/4, 4; `front_closure_length__half` = Half, 2 |
| `category_path.depth_4` | Category at depth 4 | StoreRouter enrichment | 39% | 30 | `hoodies` = Hoodies, 81; `sweatshirts` = Sweatshirts, 62; `trucker hats` = Trucker Hats, 13; `thermals & base layers` = Thermals & Base Layers, 12; `varsity jackets` = Varsity Jackets, 10 |
| `collar_style` | Collar Style | StoreRouter enrichment | 35% | 9 | `collar_style__crew` = Crew, 191; `collar_style__stand_funnel` = Stand / Funnel, 21; `collar_style__point` = Point, 8; `collar_style__collarless` = Collarless, 6; `collar_style__polo` = Polo, 6 |
| `fit_top` | Fit (Tops) | StoreRouter enrichment | 28% | 6 | `fit_top__oversized` = Oversized, 95; `fit_top__relaxed` = Relaxed, 60; `fit_top__fitted` = Fitted, 28; `fit_top__boxy` = Boxy, 12; `fit_top__regular` = Regular, 2 |
| `sleeve_style` | Sleeve Style | StoreRouter enrichment | 21% | 4 | `sleeve_style__drop_shoulder` = Drop Shoulder, 133; `sleeve_style__raglan` = Raglan, 6; `sleeve_style__balloon` = Balloon, 1; `sleeve_style__cap` = Cap, 1 |
| `pants_leg_shape` | Leg Shape | StoreRouter enrichment | 19% | 5 | `pants_leg_shape__cuffed` = Cuffed, 62; `pants_leg_shape__jogger` = Jogger, 42; `pants_leg_shape__wide_leg` = Wide Leg, 36; `pants_leg_shape__straight` = Straight, 29; `pants_leg_shape__barrel_balloon` = Barrel / Balloon, 4 |
| `fit_bottoms` | Fit | StoreRouter enrichment | 17% | 5 | `fit_bottoms__relaxed_boyfriend_fit` = Relaxed / Boyfriend Fit, 69; `fit_bottoms__loose_slouchy_fit` = Loose / Slouchy Fit, 24; `fit_bottoms__wide_leg_volume_fit` = Wide-Leg Volume Fit, 18; `fit_bottoms__straight_through_fit` = Straight-Through Fit, 10; `fit_bottoms__curved_volume_fit_barrel_hip` = Curved Volume Fit (Barrel Hip), 3 |
| `opacity_level` | Opacity | StoreRouter enrichment | 17% | 2 | `opacity_level__opaque` = Opaque, 108; `opacity_level__sheer` = Sheer, 4 |
| `embellishments` | Embellishments | StoreRouter enrichment | 16% | 7 | `embellishments__embroidery` = Embroidery, 71; `embellishments__contrast_piping` = Contrast Trim / Piping, 38; `embellishments__applique` = Appliqué, 14; `embellishments__decorative_buttons` = Decorative Buttons, 3; `embellishments__bow` = Bow, 1 |
| `fabric_weight` | Fabric Weight | StoreRouter enrichment | 16% | 4 | `fabric_weight__heavyweight` = Heavyweight, 72; `fabric_weight__lightweight` = Lightweight, 16; `fabric_weight__midweight` = Midweight, 16; `fabric_weight__sheer` = Sheer, 2 |
| `knit_style` | Knit Style | StoreRouter enrichment | 14% | 8 | `knit_style__french_terry` = French Terry, 57; `knit_style__waffle` = Waffle, 15; `knit_style__jersey` = Jersey, 12; `knit_style__rib_knit` = Rib Knit, 6; `knit_style__jacquard` = Jacquard, 2 |
| `bottoms_closure` | Bottoms Closure | StoreRouter enrichment | 13% | 3 | `bottoms_closure__pull_on` = Pull-On, 69; `bottoms_closure__drawstring` = Drawstring, 33; `bottoms_closure__zip` = Zip Fly, 2 |
| `top_length_type` | Top length type | StoreRouter enrichment | 11% | 4 | `top_length_type__cropped` = Cropped, 53; `top_length_type__hip_length` = Hip Length, 14; `top_length_type__extended_bodysuit` = Extended / Bodysuit, 6; `top_length_type__waist_length` = Waist Length, 3 |
| `season` | Season | StoreRouter enrichment | 8% | 4 | `season__cold_weather` = Cold Weather, 34; `season__all_season` = All-Season, 9; `season__warm_weather` = Warm Weather, 9; `season__cool_weather` = Cool Weather, 5 |
| `insulation_level` | Insulation Level | StoreRouter enrichment | 6% | 4 | `insulation_level__heavyweight` = Heavyweight, 19; `insulation_level__thermal` = Thermal, 18; `insulation_level__lightweight` = Lightweight, 5; `insulation_level__midweight` = Midweight, 3 |
| `bag_closure_type` | Bag closure type | StoreRouter enrichment | 5% | 4 | `bag_closure_type__open_top` = Open Top, 23; `bag_closure_type__drawstring` = Drawstring, 4; `bag_closure_type__snap` = Snap, 4; `bag_closure_type__zipper` = Zipper, 3 |
| `carry_options` | Carry options | StoreRouter enrichment | 5% | 2 | `carry_options__handle` = Handle, 28; `carry_options__shoulder_strap` = Shoulder Strap, 25 |
| `bag_case_material` | Bag/Case material | StoreRouter enrichment | 5% | 9 | `bag_case_material__canvas` = Canvas, 15; `bag_case_material__cotton` = Cotton, 9; `bag_case_material__denim` = Denim, 7; `bag_case_material__nylon` = Nylon, 2; `bag_case_material__polyvinyl_chloride_pvc` = Polyvinyl Chloride (PVC), 2 |
| `bag_shape` | Bag Shape | StoreRouter enrichment | 4% | 4 | `bag_shape__rectangle` = Rectangle, 24; `bag_shape__bucket` = Bucket, 4; `bag_shape__crescent` = Crescent, 1; `bag_shape__round` = Round, 1 |
| `material` | Material | StoreRouter enrichment | 4% | 18 | `material__mesh` = Mesh, 13; `material__fabric` = Fabric, 4; `material__polyester` = Polyester, 3; `material__canvas` = Canvas, 2; `material__cotton` = Cotton, 2 |
| `placket_type` | Front Opening | StoreRouter enrichment | 4% | 2 | `placket_type__exposed` = Visible Buttons, 23; `placket_type__snap` = Snap Closure, 4 |
| `outerwear_length_type` | Outerwear Length | StoreRouter enrichment | 4% | 2 | `outerwear_length_type__hip` = Hip Length, 18; `outerwear_length_type__cropped` = Cropped, 8 |
| `general_clothing_features` | General Clothing Features | StoreRouter enrichment | 3% | 1 | `general_clothing_features__stretchable` = Stretchable, 23 |
| `occasion_general` | Occasion | StoreRouter enrichment | 3% | 1 | `occasion_general__casual` = Casual, 22 |
| `lining_material_outerwear` | Lining Material | StoreRouter enrichment | 3% | 6 | `lining_material_outerwear__mesh` = Mesh, 10; `lining_material_outerwear__padded` = Padded, 4; `lining_material_outerwear__polyester` = Polyester, 4; `lining_material_outerwear__fully_lined` = Fully Lined, 3; `lining_material_outerwear__satin` = Satin, 2 |
| `tote_handle_type` | Tote handle type | StoreRouter enrichment | 3% | 2 | `tote_handle_type__dual` = Dual, 18; `tote_handle_type__long` = Long, 2 |
| `activewear_unique_features` | Activewear Features | StoreRouter enrichment | 3% | 2 | `activewear_unique_features__adjustable_waistband` = Adjustable Waistband, 15; `activewear_unique_features__hidden_pockets` = Hidden Pockets, 3 |
| `surface_finish` | Surface Finish | StoreRouter enrichment | 3% | 3 | `surface_finish__glossy` = Glossy, 8; `surface_finish__metallic` = Metallic, 8; `surface_finish__matte` = Matte, 2 |
| `performance_features` | Performance Features | StoreRouter enrichment | 2% | 2 | `performance_features__breathable_design` = Breathable Design, 14; `performance_features__reflective` = Reflective, 2 |
| `headwear_features` | Headwear features | StoreRouter enrichment | 2% | 1 | `headwear_features__adjustable_fit` = Adjustable Fit, 13 |
| `care_instructions` | Care instructions | StoreRouter enrichment | 2% | 5 | `care_instructions__hand_wash` = Hand Wash, 6; `care_instructions__machine_washable` = Machine Washable, 6; `care_instructions__dryer_safe` = Dryer Safe, 5; `care_instructions__tumble_dry` = Tumble Dry, 5; `care_instructions__ironing_instructions` = Ironing Instructions, 2 |
| `outerwear_unique_features` | Outerwear Features | StoreRouter enrichment | 2% | 2 | `outerwear_unique_features__insulated` = Insulated, 11; `outerwear_unique_features__hooded` = Hooded, 1 |
| `pants_length_type` | Pants length type | StoreRouter enrichment | 2% | 4 | `pants_length_type__long` = Long, 5; `pants_length_type__ankle` = Ankle Length, 4; `pants_length_type__above_the_knee` = Above the Knee, 2; `pants_length_type__footed` = Footed, 1 |
| `denim_wash_effects` | Denim Finish Effects | StoreRouter enrichment | 2% | 2 | `denim_wash_effects__faded_stonewash` = Faded / Stonewash, 9; `denim_wash_effects__distressed` = Distressed, 3 |
| `category_path.depth_5` | Category at depth 5 | StoreRouter enrichment | 1% | 2 | `lounge bottoms` = Lounge Bottoms, 8; `lounge tops` = Lounge Tops, 1 |
| `denim_wash` | Denim Wash | StoreRouter enrichment | 1% | 6 | `denim_wash__white` = White / Ecru, 3; `denim_wash__black` = Black, 2; `denim_wash__light` = Light, 2; `denim_wash__colored` = Colored, 1; `denim_wash__dark` = Dark, 1 |
| `skirt_dress_length_type` | Skirt/Dress length type | StoreRouter enrichment | 1% | 2 | `skirt_dress_length_type__mini` = Mini, 6; `skirt_dress_length_type__midi` = Midi, 1 |
| `bag_size` | Bag Size | StoreRouter enrichment | <1% | 3 | `bag_size__large` = Large, 2; `bag_size__oversized` = Oversized, 2; `bag_size__mini` = Mini, 1 |
| `one_piece_style` | One-piece style | StoreRouter enrichment | <1% | 3 | `one_piece_style__overall` = Overall, 2; `one_piece_style__catsuit` = Catsuit, 1; `one_piece_style__romper` = Romper, 1 |
| `openwork_detail` | Openwork Detail | StoreRouter enrichment | <1% | 3 | `openwork_detail__cutouts` = Cutouts, 2; `openwork_detail__eyelet` = Eyelet, 1; `openwork_detail__fishnet` = Fishnet, 1 |
| `construction_detail` | Construction Detail | StoreRouter enrichment | <1% | 2 | `construction_detail__pleated` = Pleated, 2; `construction_detail__draped` = Draped, 1 |
| `denim_fabric` | Denim Fabric | StoreRouter enrichment | <1% | 1 | `denim_fabric__rigid` = Rigid, 3 |
| `dress_style` | Dress style | StoreRouter enrichment | <1% | 5 | `dress_style__bodycon` = Bodycon, 1; `dress_style__jacket` = Jacket, 1; `dress_style__shirt` = Shirt, 1; `dress_style__t_shirt` = T-Shirt, 1; `dress_style__tank` = Tank, 1 |
| `hardware_finish` | Hardware finish | StoreRouter enrichment | <1% | 2 | `hardware_finish__gold` = Gold, 2; `hardware_finish__brass` = Brass, 1 |
| `occasion_style_dresses` | Dress occasion | StoreRouter enrichment | <1% | 1 | `occasion_style_dresses__casual` = Casual, 3 |
| `scarf_shawl_style` | Scarf/Shawl style | StoreRouter enrichment | <1% | 2 | `scarf_shawl_style__square` = Square, 2; `scarf_shawl_style__regular` = Regular, 1 |
| `shorts_fit` | Shorts Fit | StoreRouter enrichment | <1% | 3 | `shorts_fit__athletic` = Athletic, 1; `shorts_fit__loose` = Loose, 1; `shorts_fit__relaxed` = Relaxed, 1 |
| `waist_rise` | Waist rise | StoreRouter enrichment | <1% | 2 | `waist_rise__mid` = Mid, 2; `waist_rise__high` = High, 1 |
| `size_group` | Size Type | StoreRouter enrichment | <1% | 1 | `size_group__regular` = Regular, 2 |
| `skirt_style` | Skirt style | StoreRouter enrichment | <1% | 2 | `skirt_style__cargo` = Cargo, 1; `skirt_style__tailored` = Tailored, 1 |
| `stretch_level` | Stretch Level | StoreRouter enrichment | <1% | 1 | `stretch_level__none` = None, 2 |
| `swim_top_coverage_style` | Swim top coverage style | StoreRouter enrichment | <1% | 1 | `swim_top_coverage_style__triangle` = Triangle, 2 |
| `swimwear_unique_features` | Swimwear Features | StoreRouter enrichment | <1% | 1 | `swimwear_unique_features__adjustable_strap` = Adjustable Strap, 2 |
| `activity_type` | Activity Type | StoreRouter enrichment | <1% | 1 | `activity_type__multi_sport` = Multi-Sport, 1 |
| `baby_unique_features` | Baby & Toddler Features | StoreRouter enrichment | <1% | 1 | `baby_unique_features__adjustable_waistband` = Adjustable Waistband, 1 |
| `bag_case_features` | Bag/Case features | StoreRouter enrichment | <1% | 1 | `bag_case_features__waterproof` = Waterproof, 1 |
| `bag_strap_details` | Bag strap details | StoreRouter enrichment | <1% | 1 | `bag_strap_details__adjustable` = Adjustable, 1 |
| `book_cover_type` | Book cover type | StoreRouter enrichment | <1% | 1 | `book_cover_type__hardcover` = Hardcover, 1 |
| `denim_hem_style` | Denim Hem Style | StoreRouter enrichment | <1% | 1 | `denim_hem_style__split` = Split, 1 |
| `genre` | Genre | StoreRouter enrichment | <1% | 2 | `genre__mental_health` = Mental health, 1; `genre__self_help_personal_development` = Self-help & personal development, 1 |
| `shoulder_bag_style_type` | Shoulder Bag Style Type | StoreRouter enrichment | <1% | 1 | `shoulder_bag_style_type__hobo` = Hobo, 1 |
| `target_audience` | Target audience | StoreRouter enrichment | <1% | 1 | `target_audience__suitable_for_all_ages` = Suitable for all ages, 1 |
| `wallet_features` | Wallet features | StoreRouter enrichment | <1% | 1 | `wallet_features__compact_design` = Compact Design, 1 |
| `brand_name` | Canonical brand name | Brand | 100% | 1 | `Samii Ryan` = Samii Ryan, 675 |