# Beginning Boutique (beginningboutique.com) product data API

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

- Catalog key: `beginningboutique` (pass in `"catalogs"` to narrow a search to this store)
- Products: 2,752
- Snapshot: 2026-10-14T17:07:17Z (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/beginningboutique
- Get an API key: https://platform.storerouter.ai/auth/organization

## Questions

### What does Beginning Boutique sell?

Almost entirely Apparel & Accessories: 99.8% of its 2,752 products. Clothing is the largest department with 2,578 products, followed by Shoes (55) and Accessories (49). The most common Beginning Boutique categories are Dresses (1,479), Tops (473) and Skirts (201).

### How are Beginning Boutique products categorized?

Into a shared taxonomy 6 levels deep. The first level separates Apparel & Accessories and Beauty; the second separates departments such as Clothing; 5 levels down, categories are as specific as Tank & Cami Tops (127 products). Every level is a search facet.

### What can I filter Beginning Boutique products by?

132 searchable fields. Well-covered attributes include fabric (91% of products), sleeve length type (75%) and neckline (72%). For fabric, the most common values are Polyester, Elastane (Spandex / Lycra) and Cotton; for sleeve length type, the most common values are Sleeveless, Long and Short.

### Is this API provided by Beginning Boutique or StoreRouter?

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

### Can I get Beginning Boutique 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 Beginning Boutique 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 2,752 Beginning Boutique products, with coverage counts refreshed about daily.

### Where does the data come from?

Straight from beginningboutique.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

### Penny Lane Light Sequin Mini Dress

Light Blue Sequin Mini Dress  How to Style: Make a sparkling entrance in the Penny Lane Light Blue Sequin Mini Dress! Designed in non stretch chiffon, this dress dazzles with its intricate sequin detailing, catching the light with every movement. The adjustable tie shoulders and bust cup detailing create a flattering, feminine silhouette, while the invisible side seam zipper ensures a sleek, seamless look. Pair this mini dress with heels and silver jewellery for your next night out!  Features:  Non-stretch chiffon fabric  Fully lined  Adjustable tie shoulders  Invisible side seam zipper  Bust cup detailing  Glitter may fall off over time  Perfect for parties, homecoming, date nights, and cocktail events!

Indexed response retrieved 2026-10-15T10:24:32.001Z. Price and availability may change.
Availability: In stock
Sizes: US 6, US 8, US 10, US 12, US 14, US 16, US 18, US 0, US 2, US 4

### Product details

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

```json
{
  "source": "indexed",
  "catalogKey": "beginningboutique",
  "product": {
    "title": "Penny Lane Light Sequin Mini Dress",
    "brand": {
      "name": "BB Exclusive"
    },
    "productUrl": "https://www.beginningboutique.com/products/penny-lane-light-blue-sequin-mini-dress",
    "currentPrice": 89.99,
    "currency": "USD",
    "inStock": true,
    "description": "Light Blue Sequin Mini Dress  How to Style: Make a sparkling entrance in the Penny Lane Light Blue Sequin Mini Dress! Designed in non stretch chiffon, this dress dazzles with its intricate sequin detailing, catching the light with every movement. The adjustable tie shoulders and bust cup detailing create a flattering, feminine silhouette, while the invisible side seam zipper ensures a sleek, seamless look. Pair this mini dress with heels and silver jewellery for your next night out!  Features:  Non-stretch chiffon fabric  Fully lined  Adjustable tie shoulders  Invisible side seam zipper  Bust cup detailing  Glitter may fall off over time  Perfect for parties, homecoming, date nights, and cocktail events!",
    "primaryImage": {
      "url": "https://www.beginningboutique.com/cdn/shop/files/Reshoot-PennyLaneLightBlueSequinMiniDress_4000x.progressive.jpg?v=1741328203",
      "cdnUrl": "https://cdn.octogen.ai/01b44ee68946b73efd26425c67ddac58/bc5db400b0139f53ceedc41c03f3ffc5.webp?request_id=773f52f8-1702-4d1a-b025-80b29d506c9d",
      "width": 750,
      "height": 1164,
      "sizeBytes": 154964,
      "mimeType": "image/webp"
    },
    "details": {
      "materials": [
        "Main: 100% Polyester",
        "Lining: 95% Polyester 5% Spandex"
      ],
      "fit": [
        "TRUE TO SIZE"
      ],
      "dimensions": null,
      "patterns": []
    }
  }
}
```

### Enrichment

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

```json
{
  "source": "indexed",
  "catalogKey": "beginningboutique",
  "product": {
    "enrichment": {
      "type": "mini dress",
      "category_path": [
        "Apparel & Accessories",
        "Clothing",
        "Dresses"
      ],
      "styles": [
        "glamorous",
        "partywear",
        "feminine"
      ],
      "attributes": {
        "Fabric": [
          "Chiffon",
          "Elastane (Spandex / Lycra)",
          "Polyester"
        ],
        "Pattern": [
          "Solid",
          "Texture"
        ],
        "Neckline": [
          "Spaghetti Strap",
          "Sweetheart"
        ],
        "Size Type": [
          "Regular"
        ],
        "Dress style": [
          "Bodycon",
          "Bustier / Corset"
        ],
        "Graphic Type": [
          "Solid / No Print"
        ],
        "Dress occasion": [
          "Cocktail",
          "Evening"
        ],
        "Embellishments": [
          "Sequins"
        ],
        "Sleeve length type": [
          "Sleeveless"
        ],
        "Skirt/Dress length type": [
          "Mini"
        ]
      },
      "attribute_handles": {
        "fabric": [
          "fabric__chiffon",
          "fabric__elastane",
          "fabric__polyester"
        ],
        "pattern": [
          "pattern__solid",
          "pattern__texture"
        ],
        "neckline": [
          "neckline__spaghetti_strap",
          "neckline__sweetheart"
        ],
        "size_group": [
          "size_group__regular"
        ],
        "dress_style": [
          "dress_style__bodycon",
          "dress_style__bustier_corset"
        ],
        "graphic_type": [
          "graphic_type__solid_no_print"
        ],
        "embellishments": [
          "embellishments__sequins"
        ],
        "sleeve_length_type": [
          "sleeve_length_type__sleeveless"
        ],
        "occasion_style_dresses": [
          "occasion_style_dresses__cocktail",
          "occasion_style_dresses__evening"
        ],
        "skirt_dress_length_type": [
          "skirt_dress_length_type__mini"
        ]
      }
    }
  }
}
```

## 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": ["beginningboutique"],
    "q": "dresses",
    "limit": 5
  }'
```

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

- [Penny Lane Light Sequin Mini Dress](https://www.beginningboutique.com/products/penny-lane-light-blue-sequin-mini-dress) — $89.99
- [Surround Sound Mesh Long Sleeve Mini Dress](https://www.beginningboutique.com/products/surround-sound-blue-mesh-long-sleeve-mini-dress) — $30.00
- [Brandie Ruched V Neck Mini Dress](https://www.beginningboutique.com/products/brandie-yellow-ruched-v-neck-mini-dress) — $99.99
- [Penny Lane Sequin Mini Dress](https://www.beginningboutique.com/products/penny-lane-red-sequin-mini-dress) — $89.99
- [Honey Aqua Sequin Mini Dress](https://www.beginningboutique.com/products/honey-aqua-sequin-mini-dress) — $89.99

## Categories

| Category | Products |
| --- | --- |
| Dresses | 1,479 |
| Tops | 473 |
| Skirts | 201 |
| Pants | 132 |
| Swimwear | 98 |
| Shorts | 73 |
| Jackets & Coats | 71 |
| Heels | 34 |
| Jumpsuits & One-Pieces | 20 |
| Underwear & Sleepwear | 19 |

## 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, 2,707; `true` = True, 45 |
| `color` | Product color | Merchant data | 99% | 34 | `black` = Black, 348; `white` = White, 346; `pink` = Pink, 345; `blue` = Blue, 276; `multi` = Multi, 271 |
| `color_family` | Color family | Merchant data | 99% | 12 | `White` = White, 429; `Blue` = Blue, 425; `Pink` = Pink, 365; `Black` = Black, 348; `Yellow` = Yellow, 312 |
| `age_groups` | Age Group | StoreRouter enrichment | 100% | 1 | `adult` = Adult, 2,751 |
| `category_path.depth_0` | Category at depth 0 | StoreRouter enrichment | 100% | 2 | `apparel & accessories` = Apparel & Accessories, 2,748; `beauty` = Beauty, 4 |
| `category_path.depth_1` | Category at depth 1 | StoreRouter enrichment | 100% | 7 | `clothing` = Clothing, 2,578; `shoes` = Shoes, 55; `accessories` = Accessories, 49; `jewelry` = Jewelry, 44; `bags` = Bags, 22 |
| `category_path.depth_2` | Category at depth 2 | StoreRouter enrichment | 100% | 39 | `dresses` = Dresses, 1,479; `tops` = Tops, 473; `skirts` = Skirts, 201; `pants` = Pants, 132; `swimwear` = Swimwear, 98 |
| `gender` | Gender | StoreRouter enrichment | 100% | 3 | `female` = Female, 2,720; `unisex` = Unisex, 28; `male` = Male, 3 |
| `pattern` | Pattern | StoreRouter enrichment | 100% | 45 | `pattern__solid` = Solid, 1,840; `pattern__floral` = Floral, 406; `pattern__lace` = Lace, 194; `pattern__striped` = Striped, 153; `pattern__texture` = Texture, 142 |
| `fabric` | Fabric | StoreRouter enrichment | 91% | 33 | `fabric__polyester` = Polyester, 2,022; `fabric__elastane` = Elastane (Spandex / Lycra), 1,293; `fabric__cotton` = Cotton, 567; `fabric__satin` = Satin, 518; `fabric__nylon` = Nylon / Polyamide, 358 |
| `sleeve_length_type` | Sleeve length type | StoreRouter enrichment | 75% | 4 | `sleeve_length_type__sleeveless` = Sleeveless, 1,653; `sleeve_length_type__long` = Long, 295; `sleeve_length_type__short` = Short, 120; `sleeve_length_type__3/4` = 3/4, 8 |
| `neckline` | Neckline | StoreRouter enrichment | 72% | 25 | `neckline__spaghetti_strap` = Spaghetti Strap, 487; `neckline__strapless` = Strapless, 426; `neckline__v_neck` = V Neck, 272; `neckline__square` = Square, 236; `neckline__halter` = Halter, 215 |
| `skirt_dress_length_type` | Skirt/Dress length type | StoreRouter enrichment | 61% | 3 | `skirt_dress_length_type__mini` = Mini, 1,041; `skirt_dress_length_type__maxi` = Maxi, 582; `skirt_dress_length_type__midi` = Midi, 70 |
| `graphic_type` | Graphic Type | StoreRouter enrichment | 55% | 8 | `graphic_type__solid_no_print` = Solid / No Print, 1,479; `graphic_type__slogan_text` = Text / Slogan Print, 18; `graphic_type__photo_art` = Photo Print / Art, 12; `graphic_type__logo_embroidery` = Logo Embroidery, 10; `graphic_type__logo_patch` = Logo Patch, 7 |
| `occasion_style_dresses` | Dress occasion | StoreRouter enrichment | 49% | 5 | `occasion_style_dresses__evening` = Evening, 714; `occasion_style_dresses__cocktail` = Cocktail, 677; `occasion_style_dresses__casual` = Casual, 383; `occasion_style_dresses__black_tie` = Black Tie, 118; `occasion_style_dresses__work` = Work, 2 |
| `dress_style` | Dress style | StoreRouter enrichment | 47% | 24 | `dress_style__bodycon` = Bodycon, 642; `dress_style__slip` = Slip, 313; `dress_style__gown` = Gown, 260; `dress_style__backless` = Backless, 147; `dress_style__tiered` = Tiered, 75 |
| `general_clothing_features` | General Clothing Features | StoreRouter enrichment | 38% | 2 | `general_clothing_features__stretchable` = Stretchable, 1,030; `general_clothing_features__reversible` = Reversible, 1 |
| `category_path.depth_3` | Category at depth 3 | StoreRouter enrichment | 34% | 53 | `tank tops & sleeveless` = Tank Tops & Sleeveless, 237; `bikinis` = Bikinis, 97; `knitwear` = Knitwear, 87; `shirts & blouses` = Shirts & Blouses, 86; `trousers` = Trousers, 61 |
| `construction_detail` | Construction Detail | StoreRouter enrichment | 26% | 7 | `construction_detail__ruffled` = Ruffled, 236; `construction_detail__ruched` = Ruched, 218; `construction_detail__lace_trim` = Lace Trim, 146; `construction_detail__draped` = Draped, 121; `construction_detail__smocked` = Smocked, 39 |
| `embellishments` | Embellishments | StoreRouter enrichment | 20% | 11 | `embellishments__bow` = Bow, 177; `embellishments__sequins` = Sequins, 151; `embellishments__contrast_piping` = Contrast Trim / Piping, 83; `embellishments__applique` = Appliqué, 50; `embellishments__beading` = Beading, 49 |
| `category_path.depth_4` | Category at depth 4 | StoreRouter enrichment | 20% | 33 | `tank & cami tops` = Tank & Cami Tops, 127; `tube tops` = Tube Tops, 81; `bikini bottoms` = Bikini Bottoms, 52; `sweaters` = Sweaters, 47; `bikini tops` = Bikini Tops, 45 |
| `front_closure_type` | Front Closure | StoreRouter enrichment | 20% | 7 | `front_closure_type__none` = None, 362; `front_closure_type__buttons` = Buttons, 69; `front_closure_type__zipper` = Zipper, 57; `front_closure_type__tie_lace_up` = Tie / Lace-Up, 45; `front_closure_type__hook_and_eye` = Hook-and-Eye, 7 |
| `opacity_level` | Opacity | StoreRouter enrichment | 17% | 3 | `opacity_level__opaque` = Opaque, 298; `opacity_level__sheer` = Sheer, 96; `opacity_level__semi_sheer` = Semi-Sheer, 64 |
| `surface_finish` | Surface Finish | StoreRouter enrichment | 16% | 3 | `surface_finish__glossy` = Glossy, 387; `surface_finish__metallic` = Metallic, 54; `surface_finish__matte` = Matte, 27 |
| `front_closure_length` | Front Closure Length | StoreRouter enrichment | 15% | 4 | `front_closure_length__none` = None, 320; `front_closure_length__full` = Full, 82; `front_closure_length__short_placket` = Short Placket, 4; `front_closure_length__quarter` = Quarter, 3 |
| `fit_top` | Fit (Tops) | StoreRouter enrichment | 13% | 7 | `fit_top__fitted` = Fitted, 205; `fit_top__oversized` = Oversized, 74; `fit_top__relaxed` = Relaxed, 54; `fit_top__flowy` = Flowy, 28; `fit_top__regular` = Regular, 11 |
| `size_group` | Size Type | StoreRouter enrichment | 12% | 2 | `size_group__regular` = Regular, 315; `size_group__tall` = Tall, 4 |
| `top_length_type` | Top length type | StoreRouter enrichment | 11% | 4 | `top_length_type__cropped` = Cropped, 279; `top_length_type__hip_length` = Hip Length, 21; `top_length_type__waist_length` = Waist Length, 8; `top_length_type__extended_bodysuit` = Extended / Bodysuit, 5 |
| `season` | Season | StoreRouter enrichment | 11% | 4 | `season__warm_weather` = Warm Weather, 221; `season__cold_weather` = Cold Weather, 70; `season__cool_weather` = Cool Weather, 30; `season__all_season` = All-Season, 1 |
| `collar_style` | Collar Style | StoreRouter enrichment | 11% | 11 | `collar_style__collarless` = Collarless, 202; `collar_style__stand_funnel` = Stand / Funnel, 33; `collar_style__crew` = Crew, 27; `collar_style__notched_lapel` = Notched Lapel, 14; `collar_style__point` = Point, 14 |
| `sleeve_style` | Sleeve Style | StoreRouter enrichment | 7% | 10 | `sleeve_style__drop_shoulder` = Drop Shoulder, 77; `sleeve_style__ruffle` = Ruffle, 38; `sleeve_style__puff` = Puff, 29; `sleeve_style__cap` = Cap, 15; `sleeve_style__flutter` = Flutter, 12 |
| `fabric_weight` | Fabric Weight | StoreRouter enrichment | 5% | 4 | `fabric_weight__lightweight` = Lightweight, 94; `fabric_weight__heavyweight` = Heavyweight, 26; `fabric_weight__sheer` = Sheer, 23; `fabric_weight__midweight` = Midweight, 12 |
| `fit_bottoms` | Fit | StoreRouter enrichment | 5% | 8 | `fit_bottoms__wide_leg_volume_fit` = Wide-Leg Volume Fit, 49; `fit_bottoms__straight_through_fit` = Straight-Through Fit, 37; `fit_bottoms__loose_slouchy_fit` = Loose / Slouchy Fit, 32; `fit_bottoms__relaxed_boyfriend_fit` = Relaxed / Boyfriend Fit, 21; `fit_bottoms__hip_hugging_skinny_fit` = Hip-Hugging (Skinny Fit), 12 |
| `openwork_detail` | Openwork Detail | StoreRouter enrichment | 5% | 5 | `openwork_detail__cutouts` = Cutouts, 102; `openwork_detail__eyelet` = Eyelet, 20; `openwork_detail__crochet` = Crochet, 18; `openwork_detail__open_knit` = Open Knit, 3; `openwork_detail__fishnet` = Fishnet, 1 |
| `pants_leg_shape` | Leg Shape | StoreRouter enrichment | 5% | 6 | `pants_leg_shape__wide_leg` = Wide Leg, 72; `pants_leg_shape__straight` = Straight, 48; `pants_leg_shape__flare` = Flare, 5; `pants_leg_shape__barrel_balloon` = Barrel / Balloon, 4; `pants_leg_shape__skinny` = Skinny, 3 |
| `slit_style` | Slit Style | StoreRouter enrichment | 5% | 4 | `slit_style__side_slit` = Side Slit, 81; `slit_style__high_slit` = High Slit, 49; `slit_style__front_slit` = Front Slit, 9; `slit_style__back_slit` = Back Slit, 3 |
| `denim_wash` | Denim Wash | StoreRouter enrichment | 4% | 7 | `denim_wash__medium` = Medium, 43; `denim_wash__light` = Light, 30; `denim_wash__black` = Black, 15; `denim_wash__white` = White / Ecru, 14; `denim_wash__dark` = Dark, 9 |
| `waist_rise` | Waist rise | StoreRouter enrichment | 4% | 3 | `waist_rise__low` = Low, 39; `waist_rise__mid` = Mid, 37; `waist_rise__high` = High, 32 |
| `denim_fabric` | Denim Fabric | StoreRouter enrichment | 4% | 3 | `denim_fabric__rigid` = Rigid, 60; `denim_fabric__stretch` = Stretch, 29; `denim_fabric__colored` = Colored, 9 |
| `denim_wash_effects` | Denim Finish Effects | StoreRouter enrichment | 4% | 5 | `denim_wash_effects__clean_none` = Clean / None, 55; `denim_wash_effects__faded_stonewash` = Faded / Stonewash, 19; `denim_wash_effects__raw` = Raw, 15; `denim_wash_effects__distressed` = Distressed, 12; `denim_wash_effects__waxed_sheen` = Waxed / Sheen, 2 |
| `sustainability_features` | Sustainability Features | StoreRouter enrichment | 3% | 3 | `sustainability_features__recycled_materials` = Recycled Materials, 79; `sustainability_features__vegan` = Vegan, 14; `sustainability_features__eco_friendly` = Eco-Friendly, 1 |
| `skirt_style` | Skirt style | StoreRouter enrichment | 3% | 11 | `skirt_style__pencil` = Pencil, 29; `skirt_style__asymmetrical` = Asymmetrical, 18; `skirt_style__tiered` = Tiered, 16; `skirt_style__gathered` = Gathered, 11; `skirt_style__flared` = Flared, 7 |
| `knit_style` | Knit Style | StoreRouter enrichment | 3% | 7 | `knit_style__jersey` = Jersey, 33; `knit_style__chunky` = Chunky, 26; `knit_style__rib_knit` = Rib Knit, 23; `knit_style__cable_knit` = Cable Knit, 4; `knit_style__jacquard` = Jacquard, 4 |
| `bottoms_closure` | Bottoms Closure | StoreRouter enrichment | 3% | 6 | `bottoms_closure__pull_on` = Pull-On, 50; `bottoms_closure__zip` = Zip Fly, 14; `bottoms_closure__drawstring` = Drawstring, 12; `bottoms_closure__side_zip` = Side Zip, 7; `bottoms_closure__buttons` = Button Fly, 2 |
| `denim_hem_style` | Denim Hem Style | StoreRouter enrichment | 3% | 3 | `denim_hem_style__regular` = Regular, 46; `denim_hem_style__frayed` = Frayed, 28; `denim_hem_style__split` = Split, 3 |
| `occasion_general` | Occasion | StoreRouter enrichment | 3% | 4 | `occasion_general__casual` = Casual, 66; `occasion_general__formal` = Formal, 9; `occasion_general__work` = Work, 2; `occasion_general__active` = Active, 1 |
| `care_instructions` | Care instructions | StoreRouter enrichment | 3% | 3 | `care_instructions__ironing_instructions` = Ironing Instructions, 63; `care_instructions__machine_washable` = Machine Washable, 59; `care_instructions__hand_wash` = Hand Wash, 12 |
| `outerwear_length_type` | Outerwear Length | StoreRouter enrichment | 2% | 4 | `outerwear_length_type__hip` = Hip Length, 48; `outerwear_length_type__cropped` = Cropped, 10; `outerwear_length_type__maxi` = Maxi, 2; `outerwear_length_type__mid_thigh` = Mid-Thigh, 1 |
| `pants_length_type` | Pants length type | StoreRouter enrichment | 2% | 5 | `pants_length_type__long` = Long, 30; `pants_length_type__above_the_knee` = Above the Knee, 23; `pants_length_type__capri` = Capri, 4; `pants_length_type__ankle` = Ankle Length, 3; `pants_length_type__cropped` = Cropped, 1 |
| `placket_type` | Front Opening | StoreRouter enrichment | 2% | 4 | `placket_type__exposed` = Visible Buttons, 55; `placket_type__concealed` = Hidden Buttons, 1; `placket_type__fly_front` = Covered Zip, 1; `placket_type__snap` = Snap Closure, 1 |
| `toe_style` | Toe Shape | StoreRouter enrichment | 2% | 5 | `toe_style__open` = Open-Toe, 39; `toe_style__square` = Square, 17; `toe_style__pointed` = Pointed, 11; `toe_style__round` = Round, 3; `toe_style__split_toe` = Split Toe, 2 |
| `lining_material_outerwear` | Lining Material | StoreRouter enrichment | 2% | 6 | `lining_material_outerwear__polyester` = Polyester, 50; `lining_material_outerwear__fully_lined` = Fully Lined, 12; `lining_material_outerwear__quilted` = Quilted, 2; `lining_material_outerwear__faux_fur` = Faux Fur, 1; `lining_material_outerwear__padded` = Padded, 1 |
| `shoe_closure_type` | Closure type | StoreRouter enrichment | 2% | 7 | `shoe_closure_type__slip-on` = Slip-On, 35; `shoe_closure_type__straps` = Straps, 19; `shoe_closure_type__buckles` = Buckles, 12; `shoe_closure_type__none` = None, 10; `shoe_closure_type__lace-up` = Lace-Up, 2 |
| `shoe_heel_height` | Heel height | StoreRouter enrichment | 2% | 4 | `shoe_heel_height__low_heel` = Low Heel, 18; `shoe_heel_height__high_heel` = High Heel, 17; `shoe_heel_height__flats` = Flats, 7; `shoe_heel_height__mid_heel` = Mid Heel, 6 |
| `jewelry_material` | Jewelry material | StoreRouter enrichment | 2% | 15 | `jewelry_material__gold` = Gold, 18; `jewelry_material__gold_plated` = Gold Plated, 9; `jewelry_material__resin` = Resin, 7; `jewelry_material__metal` = Metal, 6; `jewelry_material__acrylic` = Acrylic, 3 |
| `insulation_level` | Insulation Level | StoreRouter enrichment | 2% | 3 | `insulation_level__heavyweight` = Heavyweight, 23; `insulation_level__lightweight` = Lightweight, 13; `insulation_level__midweight` = Midweight, 4 |
| `occasion_style_shoes` | Occasion style | StoreRouter enrichment | 2% | 2 | `occasion_style_shoes__formal` = Formal, 26; `occasion_style_shoes__casual` = Casual, 17 |
| `stretch_level` | Stretch Level | StoreRouter enrichment | 2% | 2 | `stretch_level__none` = None, 40; `stretch_level__low` = Low, 1 |
| `swimwear_unique_features` | Swimwear Features | StoreRouter enrichment | 1% | 2 | `swimwear_unique_features__adjustable_strap` = Adjustable Strap, 36; `swimwear_unique_features__removable_padding` = Removable Padding, 6 |
| `footwear_material` | Footwear material | StoreRouter enrichment | 1% | 12 | `footwear_material__polyurethane` = Polyurethane (PU), 14; `footwear_material__faux_leather` = Faux Leather, 10; `footwear_material__faux_suede` = Faux Suede, 6; `footwear_material__fabric_textile` = Fabric / Textile, 5; `footwear_material__patent_leather` = Patent Leather, 4 |
| `sandal_style` | Sandal style | StoreRouter enrichment | 1% | 7 | `sandal_style__thong` = Thong, 15; `sandal_style__ankle_strap` = Ankle Strap, 13; `sandal_style__slide` = Slide, 10; `sandal_style__flip_flop` = Flip Flop, 2; `sandal_style__clogs` = Clogs, 1 |
| `swim_bottom_coverage_style` | Swim bottom coverage style | StoreRouter enrichment | 1% | 4 | `swim_bottom_coverage_style__cheeky` = Cheeky, 25; `swim_bottom_coverage_style__high_waisted` = High-Waisted, 11; `swim_bottom_coverage_style__thong` = Thong, 4; `swim_bottom_coverage_style__classic` = Classic, 1 |
| `swim_top_coverage_style` | Swim top coverage style | StoreRouter enrichment | 1% | 4 | `swim_top_coverage_style__triangle` = Triangle, 21; `swim_top_coverage_style__bralette` = Bralette, 10; `swim_top_coverage_style__bandeau` = Bandeau, 5; `swim_top_coverage_style__longline` = Longline, 1 |
| `heel_shoe_style_type` | Shoe Type (Silhouette/Style) | StoreRouter enrichment | 1% | 4 | `heel_shoe_style_type__sandal_heeled` = Heeled Sandal, 29; `heel_shoe_style_type__mule_heeled` = Mule, 11; `heel_shoe_style_type__pump` = Pump, 1; `heel_shoe_style_type__slingback` = Slingback, 1 |
| `shoe_heel_type` | Heel Type (Shape / Construction) | StoreRouter enrichment | 1% | 5 | `shoe_heel_type__kitten` = Kitten, 14; `shoe_heel_type__block` = Block, 12; `shoe_heel_type__stiletto` = Stiletto, 10; `shoe_heel_type__cone` = Cone, 1; `shoe_heel_type__platform` = Platform, 1 |
| `jewelry_type` | Jewelry type | StoreRouter enrichment | <1% | 2 | `jewelry_type__costume` = Costume, 20; `jewelry_type__imitation_jewelry` = Imitation Jewelry, 3 |
| `material` | Material | StoreRouter enrichment | <1% | 11 | `material__metal` = Metal, 11; `material__fabric` = Fabric, 4; `material__faux-leather` = Faux Leather, 4; `material__polyurethane-pu` = Polyurethane (PU), 3; `material__mesh` = Mesh, 2 |
| `shorts_fit` | Shorts Fit | StoreRouter enrichment | <1% | 5 | `shorts_fit__slim` = Slim, 9; `shorts_fit__tailored` = Tailored, 7; `shorts_fit__relaxed` = Relaxed, 6; `shorts_fit__loose` = Loose, 2; `shorts_fit__athletic` = Athletic, 1 |
| `carry_options` | Carry options | StoreRouter enrichment | <1% | 3 | `carry_options__shoulder_strap` = Shoulder Strap, 17; `carry_options__handle` = Handle, 9; `carry_options__backpack_strap` = Backpack Strap, 1 |
| `one_piece_style` | One-piece style | StoreRouter enrichment | <1% | 1 | `one_piece_style__playsuit` = Playsuit, 20 |
| `earring_design` | Earring design | StoreRouter enrichment | <1% | 5 | `earring_design__hoop` = Hoop, 11; `earring_design__dangle` = Dangle, 5; `earring_design__stud` = Stud, 5; `earring_design__drop` = Drop, 1; `earring_design__huggie` = Huggie, 1 |
| `bag_case_material` | Bag/Case material | StoreRouter enrichment | <1% | 8 | `bag_case_material__cotton` = Cotton, 6; `bag_case_material__faux_leather` = Faux Leather, 6; `bag_case_material__vegan_leather` = Vegan Leather, 5; `bag_case_material__polyester` = Polyester, 4; `bag_case_material__denim` = Denim, 1 |
| `bag_closure_type` | Bag closure type | StoreRouter enrichment | <1% | 4 | `bag_closure_type__zipper` = Zipper, 8; `bag_closure_type__magnetic` = Magnetic, 4; `bag_closure_type__open_top` = Open Top, 3; `bag_closure_type__buckles` = Buckles, 1 |
| `bag_shape` | Bag Shape | StoreRouter enrichment | <1% | 2 | `bag_shape__rectangle` = Rectangle, 9; `bag_shape__crescent` = Crescent, 6 |
| `eyewear_frame_color` | Eyewear frame color | StoreRouter enrichment | <1% | 4 | `eyewear_frame_color__black` = Black, 10; `eyewear_frame_color__tortoiseshell` = Tortoiseshell, 2; `eyewear_frame_color__brown` = Brown, 1; `eyewear_frame_color__gold` = Gold, 1 |
| `eyewear_frame_design` | Eyewear frame design | StoreRouter enrichment | <1% | 6 | `eyewear_frame_design__aviator` = Aviator, 5; `eyewear_frame_design__cat_eye` = Cat Eye, 4; `eyewear_frame_design__rectangle` = Rectangle, 2; `eyewear_frame_design__oval` = Oval, 1; `eyewear_frame_design__round` = Round, 1 |
| `temple_color` | Temple color | StoreRouter enrichment | <1% | 4 | `temple_color__black` = Black, 10; `temple_color__tortoiseshell` = Tortoiseshell, 2; `temple_color__brown` = Brown, 1; `temple_color__gold` = Gold, 1 |
| `bracelet_design` | Bracelet design | StoreRouter enrichment | <1% | 6 | `bracelet_design__bangle` = Bangle, 8; `bracelet_design__cuff` = Cuff, 6; `bracelet_design__beaded` = Beaded, 1; `bracelet_design__chain` = Chain, 1; `bracelet_design__charm` = Charm, 1 |
| `category_path.depth_5` | Category at depth 5 | StoreRouter enrichment | <1% | 2 | `lounge bottoms` = Lounge Bottoms, 8; `lounge tops` = Lounge Tops, 4 |
| `eyewear_frame_pattern` | Eyewear frame pattern | StoreRouter enrichment | <1% | 1 | `eyewear_frame_pattern__solid` = Solid, 11 |
| `hardware_finish` | Hardware finish | StoreRouter enrichment | <1% | 2 | `hardware_finish__silver` = Silver, 6; `hardware_finish__gold` = Gold, 5 |
| `lens_color` | Lens color | StoreRouter enrichment | <1% | 3 | `lens_color__black` = Black, 5; `lens_color__gray` = Gray, 3; `lens_color__green` = Green, 3 |
| `lens_pattern` | Lens pattern | StoreRouter enrichment | <1% | 1 | `lens_pattern__solid` = Solid, 11 |
| `necklace_design` | Necklace design | StoreRouter enrichment | <1% | 6 | `necklace_design__pendant` = Pendant, 7; `necklace_design__beaded` = Beaded, 5; `necklace_design__chain` = Chain, 5; `necklace_design__statement` = Statement, 4; `necklace_design__choker` = Choker, 1 |
| `outerwear_unique_features` | Outerwear Features | StoreRouter enrichment | <1% | 4 | `outerwear_unique_features__insulated` = Insulated, 5; `outerwear_unique_features__belted` = Belted, 3; `outerwear_unique_features__double_breasted` = Double Breasted, 3; `outerwear_unique_features__hooded` = Hooded, 2 |
| `shoulder_bag_style_type` | Shoulder Bag Style Type | StoreRouter enrichment | <1% | 4 | `shoulder_bag_style_type__baguette` = Baguette, 5; `shoulder_bag_style_type__croissant` = Croissant, 3; `shoulder_bag_style_type__half_moon` = Half-Moon, 1; `shoulder_bag_style_type__hobo` = Hobo, 1 |
| `temple_pattern` | Temple pattern | StoreRouter enrichment | <1% | 1 | `temple_pattern__solid` = Solid, 11 |
| `boot_style` | Boot style | StoreRouter enrichment | <1% | 2 | `boot_style__cowboy` = Cowboy / Western, 6; `boot_style__classic_other` = Classic/Other, 1 |
| `pants_leg_length` | Pants Leg Length | StoreRouter enrichment | <1% | 2 | `pants_leg_length__regular` = Regular, 5; `pants_leg_length__long` = Long, 2 |
| `shaft_design` | Shaft Design | StoreRouter enrichment | <1% | 3 | `shaft_design__standard` = Standard, 5; `shaft_design__fold-over` = Fold Over / Cuffed, 2; `shaft_design__slouchy` = Slouchy, 2 |
| `boot_shaft_height` | Boot Shaft Height | StoreRouter enrichment | <1% | 2 | `boot_shaft_height__mid_calf` = Mid-Calf, 4; `boot_shaft_height__ankle_low` = Ankle / Low, 1 |
| `bra_features` | Bra features | StoreRouter enrichment | <1% | 2 | `bra_features__underwire_support` = Underwire Support, 4; `bra_features__adjustable_strap` = Adjustable Strap, 2 |
| `flat_shoe_style_type` | Shoe Type (Silhouette / Style) | StoreRouter enrichment | <1% | 3 | `flat_shoe_style_type__ballet` = Ballet, 2; `flat_shoe_style_type__mule` = Mule, 2; `flat_shoe_style_type__loafer` = Loafer, 1 |
| `shoe_sole_type` | Sole Type | StoreRouter enrichment | <1% | 3 | `shoe_sole_type__rubber` = Rubber, 3; `shoe_sole_type__platform` = Platform, 2; `shoe_sole_type__standard` = Standard, 1 |
| `top_hem_shape` | Top Hem Shape | StoreRouter enrichment | <1% | 1 | `top_hem_shape__asymmetric` = Asymmetric, 6 |
| `activewear_unique_features` | Activewear Features | StoreRouter enrichment | <1% | 1 | `activewear_unique_features__adjustable_waistband` = Adjustable Waistband, 3 |
| `bag_case_storage_features` | Bag/Case storage features | StoreRouter enrichment | <1% | 3 | `bag_case_storage_features__built-in_compartments` = Built-in Compartments, 1; `bag_case_storage_features__external_pockets` = External Pockets, 1; `bag_case_storage_features__removable_pouch` = Removable Pouch, 1 |
| `bag_size` | Bag Size | StoreRouter enrichment | <1% | 3 | `bag_size__large` = Large, 1; `bag_size__mini` = Mini, 1; `bag_size__oversized` = Oversized, 1 |
| `bra_strap_type` | Bra strap type | StoreRouter enrichment | <1% | 1 | `bra_strap_type__adjustable` = Adjustable, 2 |
| `closure_type_belts` | Closure Type | StoreRouter enrichment | <1% | 3 | `closure_type_belts__buckle` = Classic Buckle, 2; `closure_type_belts__o_d_ring` = Ring Buckle, 1; `closure_type_belts__tie` = Tie Belt, 1 |
| `cosmetic_function` | Cosmetic function | StoreRouter enrichment | <1% | 2 | `cosmetic_function__cleansing` = Cleansing, 1; `cosmetic_function__hydrating` = Hydrating, 1 |
| `eyewear_frame_material` | Eyewear Frame Material | StoreRouter enrichment | <1% | 2 | `eyewear_frame_material__acetate` = Acetate, 2; `eyewear_frame_material__metal` = Metal, 2 |
| `headwear_features` | Headwear features | StoreRouter enrichment | <1% | 2 | `headwear_features__uv_protection` = UV Protection, 2; `headwear_features__adjustable_fit` = Adjustable Fit, 1 |
| `makeup_features` | Makeup features | StoreRouter enrichment | <1% | 3 | `makeup_features__hydrating` = Hydrating, 1; `makeup_features__long_lasting` = Long Lasting, 1; `makeup_features__waterproof` = Waterproof, 1 |
| `performance_features` | Performance Features | StoreRouter enrichment | <1% | 1 | `performance_features__breathable_design` = Breathable Design, 4 |
| `product_form` | Product form | StoreRouter enrichment | <1% | 2 | `product_form__cream` = Cream, 1; `product_form__pads` = Pads, 1 |
| `ring_design` | Ring design | StoreRouter enrichment | <1% | 2 | `ring_design__band` = Band, 2; `ring_design__stackable` = Stackable, 2 |
| `scarf_shawl_style` | Scarf/Shawl style | StoreRouter enrichment | <1% | 2 | `scarf_shawl_style__blanket` = Blanket, 1; `scarf_shawl_style__square` = Square, 1 |
| `tote_handle_type` | Tote handle type | StoreRouter enrichment | <1% | 1 | `tote_handle_type__dual` = Dual, 2 |
| `activity_type` | Activity Type | StoreRouter enrichment | 0% | 1 | `activity_type__ski_snow` = Ski / Snow, 1 |
| `backpack_style` | Backpack Style | StoreRouter enrichment | 0% | 1 | `backpack_style__fashion` = Fashion, 1 |
| `band_color` | Band color | StoreRouter enrichment | 0% | 1 | `band_color__gold` = Gold, 1 |
| `band_pattern` | Band pattern | StoreRouter enrichment | 0% | 1 | `band_pattern__solid` = Solid, 1 |
| `case_color` | Case color | StoreRouter enrichment | 0% | 1 | `case_color__gold` = Gold, 1 |
| `case_pattern` | Case pattern | StoreRouter enrichment | 0% | 1 | `case_pattern__solid` = Solid, 1 |
| `constitutive_ingredients` | Constitutive ingredients | StoreRouter enrichment | 0% | 2 | `constitutive_ingredients__coconut_oil` = Coconut Oil, 1; `constitutive_ingredients__fruit_extracts` = Fruit Extracts, 1 |
| `cosmetic_finish` | Cosmetic finish | StoreRouter enrichment | 0% | 1 | `cosmetic_finish__glossy` = Glossy, 1 |
| `dial_color` | Dial color | StoreRouter enrichment | 0% | 1 | `dial_color__white` = White, 1 |
| `dial_pattern` | Dial pattern | StoreRouter enrichment | 0% | 1 | `dial_pattern__solid` = Solid, 1 |
| `dress_shoe_style_type` | Shoe Type (Silhouette/Style) | StoreRouter enrichment | 0% | 1 | `dress_shoe_style_type__loafers` = Loafer, 1 |
| `lip_gloss_effect` | Lip gloss effect | StoreRouter enrichment | 0% | 1 | `lip_gloss_effect__hydrating` = Hydrating, 1 |
| `package_type` | Package type | StoreRouter enrichment | 0% | 1 | `package_type__squeeze_tube` = Squeeze Tube, 1 |
| `shoe_features` | Shoe features | StoreRouter enrichment | 0% | 1 | `shoe_features__waterproof` = Waterproof, 1 |
| `slipper_style` | Slipper style | StoreRouter enrichment | 0% | 1 | `slipper_style__scuff` = Scuff, 1 |
| `sneaker_shoe_style_type` | Shoe Type (Silhouette/Style) | StoreRouter enrichment | 0% | 1 | `sneaker_shoe_style_type__low_top` = Low-Top, 1 |
| `sneaker_style` | Sneaker style | StoreRouter enrichment | 0% | 1 | `sneaker_style__fashion` = Fashion, 1 |
| `underwear_coverage_style` | Underwear coverage style | StoreRouter enrichment | 0% | 1 | `underwear_coverage_style__boyshort` = Boyshort, 1 |
| `wallet_features` | Wallet features | StoreRouter enrichment | 0% | 1 | `wallet_features__compact_design` = Compact Design, 1 |
| `watch_case_shape` | Watch case shape | StoreRouter enrichment | 0% | 1 | `watch_case_shape__square` = Square, 1 |
| `watch_display` | Watch display | StoreRouter enrichment | 0% | 1 | `watch_display__analog` = Analog, 1 |
| `watch_material` | Watch material | StoreRouter enrichment | 0% | 1 | `watch_material__metal` = Metal, 1 |
| `brand_name` | Canonical brand name | Brand | 100% | 11 | `BB Exclusive` = BB Exclusive, 2,541; `Beginning Boutique` = Beginning Boutique, 103; `9.0 Swim` = 9.0 Swim, 51; `Lioness` = Lioness, 21; `Otra Eyewear` = Otra Eyewear, 9 |