# Billytshop (billytshop.com) product data API

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

- Catalog key: `billytshop` (pass in `"catalogs"` to narrow a search to this store)
- Products: 2,184
- Snapshot: 2026-10-19T16:56:10Z (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/billytshop
- Get an API key: https://platform.storerouter.ai/auth/organization

## Questions

### What does Billytshop sell?

Almost entirely Apparel & Accessories: 100% of its 2,184 products. Clothing is the largest department with 2,169 products, followed by Bags (12) and Accessories (3). The most common Billytshop categories are Tops (897), Dresses (464) and Skirts (323).

### How are Billytshop 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 Sweatshirts (82 products). Every level is a search facet.

### What can I filter Billytshop products by?

71 searchable fields. Well-covered attributes include fabric (98% of products), sleeve length type (68%) and neckline (62%). For fabric, the most common values are Cotton, Denim and Lyocell; for sleeve length type, the most common values are Long, Short and Sleeveless.

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

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

### Can I get Billytshop 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 Billytshop 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 2,184 Billytshop products, with coverage counts refreshed about daily.

### Where does the data come from?

Straight from billytshop.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

### At the Top Shirt

Ultra-light and airy fit, puff sleeves, and adorable plaid print—that's the At the Top Shirt, from Billy T.  The model is 5'7" wearing size small Fabric: 100% Lyocell Length: 24"   Final Sale: No returns or exchanges

Indexed response retrieved 2026-10-20T04:54:51.716Z. Price and availability may change.
Availability: In stock
Sizes: XS, S, M, L, XL

### Product details

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

```json
{
  "source": "indexed",
  "catalogKey": "billytshop",
  "product": {
    "title": "At the Top Shirt",
    "brand": {
      "name": "Billy T"
    },
    "productUrl": "https://billytshop.com/products/at-the-top-shirt",
    "currentPrice": 48,
    "currency": "USD",
    "inStock": true,
    "description": "Ultra-light and airy fit, puff sleeves, and adorable plaid print—that's the At the Top Shirt, from Billy T.  The model is 5'7\" wearing size small Fabric: 100% Lyocell Length: 24\"   Final Sale: No returns or exchanges  ",
    "primaryImage": {
      "url": "https://cdn.shopify.com/s/files/1/2507/0280/files/At-The-Top-Cape-Plaid-Front-View-Outdoor.jpg?v=1721582292",
      "cdnUrl": "https://cdn.octogen.ai/6e3ac33f73757bc8a5d56d22c1fad298/3694ea104862b8260644fcdd276204eb.webp?request_id=41fc775e-5756-412c-a7ae-eeb80395f0a6",
      "width": 2250,
      "height": 2925,
      "sizeBytes": 811568,
      "mimeType": "image/webp"
    },
    "details": {
      "materials": [
        "100% Lyocell"
      ],
      "fit": [],
      "dimensions": null,
      "patterns": []
    }
  }
}
```

### Enrichment

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

```json
{
  "source": "indexed",
  "catalogKey": "billytshop",
  "product": {
    "enrichment": {
      "type": "shirt",
      "category_path": [
        "Apparel & Accessories",
        "Clothing",
        "Tops",
        "Shirts & Blouses"
      ],
      "styles": [
        "casual",
        "preppy"
      ],
      "attributes": {
        "Fabric": [
          "Lyocell"
        ],
        "Pattern": [
          "Plaid"
        ],
        "Neckline": [
          "Collared"
        ],
        "Occasion": [
          "Casual"
        ],
        "Fit (Tops)": [
          "Flowy"
        ],
        "Sleeve Style": [
          "Puff"
        ],
        "Fabric Weight": [
          "Lightweight"
        ],
        "Front Closure": [
          "Buttons"
        ],
        "Front Opening": [
          "Visible Buttons"
        ],
        "Sleeve length type": [
          "Short"
        ],
        "Front Closure Length": [
          "Full"
        ]
      },
      "attribute_handles": {
        "fabric": [
          "fabric__lyocell"
        ],
        "fit_top": [
          "fit_top__flowy"
        ],
        "pattern": [
          "pattern__plaid"
        ],
        "neckline": [
          "neckline__collared"
        ],
        "placket_type": [
          "placket_type__exposed"
        ],
        "sleeve_style": [
          "sleeve_style__puff"
        ],
        "fabric_weight": [
          "fabric_weight__lightweight"
        ],
        "occasion_general": [
          "occasion_general__casual"
        ],
        "front_closure_type": [
          "front_closure_type__buttons"
        ],
        "sleeve_length_type": [
          "sleeve_length_type__short"
        ],
        "front_closure_length": [
          "front_closure_length__full"
        ]
      }
    }
  }
}
```

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

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

- [At the Top Shirt](https://billytshop.com/products/at-the-top-shirt) — $48.00
- [Cafe Pleats Top](https://billytshop.com/products/cafe-pleats-top-dusk-denim) — $138.00
- [Cafe Pleats Top](https://billytshop.com/products/cafe-pleats-top) — $138.00
- [Peasant Top](https://billytshop.com/products/emerald-pleasant-top) — $58.00
- [Denim Corset Top](https://billytshop.com/products/denim-corset-top) — $128.00

## Prices

Median price $128 across 2,184 priced products. Current prices, assumed USD.

| Price range | Products |
| --- | --- |
| Under $35 | 17 |
| $35–$50 | 82 |
| $50–$65 | 127 |
| $65–$80 | 83 |
| $80–$95 | 151 |
| $95–$110 | 240 |
| $110–$125 | 120 |
| $125–$140 | 566 |
| $140–$155 | 413 |
| $155 and up | 385 |

## Categories

| Category | Products |
| --- | --- |
| Tops | 897 |
| Dresses | 464 |
| Skirts | 323 |
| Pants | 223 |
| Jackets & Coats | 154 |
| Jumpsuits & One-Pieces | 51 |
| Shorts | 38 |
| Underwear & Sleepwear | 18 |
| Totes & Shoppers | 12 |
| Scarves | 3 |

## 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% | 63 | `blue` = Blue, 577; `navy` = Navy, 437; `white` = White, 299; `multi` = Multi, 209; `black` = Black, 153 |
| `color_family` | Color family | Merchant data | 100% | 12 | `Blue` = Blue, 1,132; `White` = White, 317; `Multicolor` = Multicolor, 209; `Gray` = Gray, 155; `Black` = Black, 153 |
| `is_activewear` | Activewear | Merchant data | 100% | 2 | `false` = False, 2,105; `true` = True, 79 |
| `age_groups` | Age Group | StoreRouter enrichment | 100% | 1 | `adult` = Adult, 2,184 |
| `category_path.depth_0` | Category at depth 0 | StoreRouter enrichment | 100% | 1 | `apparel & accessories` = Apparel & Accessories, 2,184 |
| `category_path.depth_1` | Category at depth 1 | StoreRouter enrichment | 100% | 3 | `clothing` = Clothing, 2,169; `bags` = Bags, 12; `accessories` = Accessories, 3 |
| `category_path.depth_2` | Category at depth 2 | StoreRouter enrichment | 100% | 11 | `tops` = Tops, 897; `dresses` = Dresses, 464; `skirts` = Skirts, 323; `pants` = Pants, 223; `jackets & coats` = Jackets & Coats, 154 |
| `gender` | Gender | StoreRouter enrichment | 100% | 2 | `female` = Female, 2,171; `unisex` = Unisex, 13 |
| `pattern` | Pattern | StoreRouter enrichment | 100% | 37 | `pattern__solid` = Solid, 1,313; `pattern__floral` = Floral, 413; `pattern__striped` = Striped, 144; `pattern__plaid` = Plaid, 141; `pattern__stars` = Stars, 132 |
| `fabric` | Fabric | StoreRouter enrichment | 99% | 23 | `fabric__cotton` = Cotton, 1,491; `fabric__denim` = Denim, 957; `fabric__lyocell` = Lyocell, 913; `fabric__elastane` = Elastane (Spandex / Lycra), 703; `fabric__polyester` = Polyester, 585 |
| `sleeve_length_type` | Sleeve length type | StoreRouter enrichment | 68% | 4 | `sleeve_length_type__long` = Long, 861; `sleeve_length_type__short` = Short, 440; `sleeve_length_type__sleeveless` = Sleeveless, 143; `sleeve_length_type__3/4` = 3/4, 49 |
| `neckline` | Neckline | StoreRouter enrichment | 63% | 20 | `neckline__collared` = Collared, 788; `neckline__v_neck` = V Neck, 249; `neckline__round` = Round, 171; `neckline__crew` = Crew, 96; `neckline__henley` = Henley, 55 |
| `category_path.depth_3` | Category at depth 3 | StoreRouter enrichment | 62% | 23 | `shirts & blouses` = Shirts & Blouses, 605; `jackets` = Jackets, 136; `jeans` = Jeans, 129; `t-shirts` = T-Shirts, 128; `sweatshirts & hoodies` = Sweatshirts & Hoodies, 115 |
| `front_closure_type` | Front Closure | StoreRouter enrichment | 51% | 6 | `front_closure_type__buttons` = Buttons, 693; `front_closure_type__none` = None, 311; `front_closure_type__zipper` = Zipper, 72; `front_closure_type__tie_lace_up` = Tie / Lace-Up, 29; `front_closure_type__snaps` = Snaps, 10 |
| `front_closure_length` | Front Closure Length | StoreRouter enrichment | 41% | 5 | `front_closure_length__full` = Full, 553; `front_closure_length__none` = None, 282; `front_closure_length__quarter` = Quarter, 35; `front_closure_length__half` = Half, 15; `front_closure_length__short_placket` = Short Placket, 10 |
| `graphic_type` | Graphic Type | StoreRouter enrichment | 36% | 5 | `graphic_type__solid_no_print` = Solid / No Print, 763; `graphic_type__photo_art` = Photo Print / Art, 13; `graphic_type__slogan_text` = Text / Slogan Print, 12; `graphic_type__logo_embroidery` = Logo Embroidery, 5; `graphic_type__abstract_print` = Abstract Graphic, 2 |
| `skirt_dress_length_type` | Skirt/Dress length type | StoreRouter enrichment | 35% | 4 | `skirt_dress_length_type__midi` = Midi, 308; `skirt_dress_length_type__maxi` = Maxi, 243; `skirt_dress_length_type__mini` = Mini, 167; `skirt_dress_length_type__knee` = Knee, 48 |
| `general_clothing_features` | General Clothing Features | StoreRouter enrichment | 31% | 1 | `general_clothing_features__stretchable` = Stretchable, 680 |
| `denim_wash` | Denim Wash | StoreRouter enrichment | 31% | 7 | `denim_wash__colored` = Colored, 183; `denim_wash__medium` = Medium, 174; `denim_wash__light` = Light, 142; `denim_wash__dark` = Dark, 85; `denim_wash__grey` = Grey, 55 |
| `placket_type` | Front Opening | StoreRouter enrichment | 29% | 4 | `placket_type__exposed` = Visible Buttons, 612; `placket_type__snap` = Snap Closure, 9; `placket_type__concealed` = Hidden Buttons, 7; `placket_type__fly_front` = Covered Zip, 5 |
| `embellishments` | Embellishments | StoreRouter enrichment | 27% | 7 | `embellishments__embroidery` = Embroidery, 377; `embellishments__fringe` = Fringe, 111; `embellishments__decorative_buttons` = Decorative Buttons, 50; `embellishments__bow` = Bow, 38; `embellishments__contrast_piping` = Contrast Trim / Piping, 21 |
| `occasion_general` | Occasion | StoreRouter enrichment | 27% | 3 | `occasion_general__casual` = Casual, 595; `occasion_general__formal` = Formal, 3; `occasion_general__work` = Work, 3 |
| `denim_fabric` | Denim Fabric | StoreRouter enrichment | 26% | 4 | `denim_fabric__stretch` = Stretch, 516; `denim_fabric__colored` = Colored, 143; `denim_fabric__rigid` = Rigid, 17; `denim_fabric__alternative` = Alternative, 1 |
| `collar_style` | Collar Style | StoreRouter enrichment | 25% | 11 | `collar_style__collarless` = Collarless, 154; `collar_style__camp_revere` = Camp / Revere, 111; `collar_style__point` = Point, 87; `collar_style__crew` = Crew, 66; `collar_style__button_down` = Button-Down, 45 |
| `sleeve_style` | Sleeve Style | StoreRouter enrichment | 24% | 13 | `sleeve_style__drop_shoulder` = Drop Shoulder, 168; `sleeve_style__puff` = Puff, 155; `sleeve_style__ruffle` = Ruffle, 79; `sleeve_style__set_in` = Set-In, 65; `sleeve_style__flutter` = Flutter, 12 |
| `denim_wash_effects` | Denim Finish Effects | StoreRouter enrichment | 23% | 7 | `denim_wash_effects__clean_none` = Clean / None, 307; `denim_wash_effects__faded_stonewash` = Faded / Stonewash, 89; `denim_wash_effects__raw` = Raw, 66; `denim_wash_effects__distressed` = Distressed, 38; `denim_wash_effects__acid_bleached` = Acid / Bleached, 10 |
| `dress_style` | Dress style | StoreRouter enrichment | 21% | 20 | `dress_style__shirt` = Shirt, 314; `dress_style__high_low` = High-Low, 65; `dress_style__tiered` = Tiered, 64; `dress_style__shift` = Shift, 44; `dress_style__jacket` = Jacket, 23 |
| `occasion_style_dresses` | Dress occasion | StoreRouter enrichment | 21% | 3 | `occasion_style_dresses__casual` = Casual, 460; `occasion_style_dresses__work` = Work, 6; `occasion_style_dresses__evening` = Evening, 1 |
| `denim_hem_style` | Denim Hem Style | StoreRouter enrichment | 18% | 4 | `denim_hem_style__regular` = Regular, 203; `denim_hem_style__frayed` = Frayed, 147; `denim_hem_style__split` = Split, 35; `denim_hem_style__cuffed` = Cuffed, 12 |
| `opacity_level` | Opacity | StoreRouter enrichment | 17% | 2 | `opacity_level__opaque` = Opaque, 357; `opacity_level__semi_sheer` = Semi-Sheer, 5 |
| `category_path.depth_4` | Category at depth 4 | StoreRouter enrichment | 14% | 19 | `sweatshirts` = Sweatshirts, 82; `trucker jackets` = Trucker Jackets, 66; `tank & cami tops` = Tank & Cami Tops, 37; `casual jackets` = Casual Jackets, 36; `hoodies` = Hoodies, 33 |
| `fit_top` | Fit (Tops) | StoreRouter enrichment | 12% | 7 | `fit_top__relaxed` = Relaxed, 120; `fit_top__oversized` = Oversized, 83; `fit_top__flowy` = Flowy, 59; `fit_top__boxy` = Boxy, 17; `fit_top__fitted` = Fitted, 13 |
| `construction_detail` | Construction Detail | StoreRouter enrichment | 10% | 5 | `construction_detail__ruffled` = Ruffled, 106; `construction_detail__pleated` = Pleated, 62; `construction_detail__lace_trim` = Lace Trim, 54; `construction_detail__smocked` = Smocked, 8; `construction_detail__draped` = Draped, 3 |
| `pants_leg_shape` | Leg Shape | StoreRouter enrichment | 10% | 7 | `pants_leg_shape__wide_leg` = Wide Leg, 115; `pants_leg_shape__straight` = Straight, 48; `pants_leg_shape__cuffed` = Cuffed, 34; `pants_leg_shape__jogger` = Jogger, 34; `pants_leg_shape__flare` = Flare, 21 |
| `skirt_style` | Skirt style | StoreRouter enrichment | 9% | 12 | `skirt_style__a_line` = A-Line, 50; `skirt_style__asymmetrical` = Asymmetrical, 43; `skirt_style__tiered` = Tiered, 43; `skirt_style__flared` = Flared, 39; `skirt_style__layered` = Layered, 34 |
| `top_length_type` | Top length type | StoreRouter enrichment | 8% | 3 | `top_length_type__hip_length` = Hip Length, 96; `top_length_type__waist_length` = Waist Length, 67; `top_length_type__cropped` = Cropped, 17 |
| `fit_bottoms` | Fit | StoreRouter enrichment | 7% | 7 | `fit_bottoms__wide_leg_volume_fit` = Wide-Leg Volume Fit, 74; `fit_bottoms__relaxed_boyfriend_fit` = Relaxed / Boyfriend Fit, 35; `fit_bottoms__straight_through_fit` = Straight-Through Fit, 24; `fit_bottoms__loose_slouchy_fit` = Loose / Slouchy Fit, 19; `fit_bottoms__curved_volume_fit_barrel_hip` = Curved Volume Fit (Barrel Hip), 12 |
| `outerwear_length_type` | Outerwear Length | StoreRouter enrichment | 6% | 4 | `outerwear_length_type__hip` = Hip Length, 108; `outerwear_length_type__cropped` = Cropped, 20; `outerwear_length_type__mid_thigh` = Mid-Thigh, 7; `outerwear_length_type__knee` = Knee Length, 3 |
| `pants_length_type` | Pants length type | StoreRouter enrichment | 6% | 5 | `pants_length_type__long` = Long, 72; `pants_length_type__ankle` = Ankle Length, 44; `pants_length_type__cropped` = Cropped, 10; `pants_length_type__above_the_knee` = Above the Knee, 5; `pants_length_type__capri` = Capri, 4 |
| `bottoms_closure` | Bottoms Closure | StoreRouter enrichment | 6% | 4 | `bottoms_closure__drawstring` = Drawstring, 109; `bottoms_closure__pull_on` = Pull-On, 20; `bottoms_closure__buttons` = Button Fly, 8; `bottoms_closure__zip` = Zip Fly, 2 |
| `slit_style` | Slit Style | StoreRouter enrichment | 6% | 3 | `slit_style__front_slit` = Front Slit, 82; `slit_style__side_slit` = Side Slit, 37; `slit_style__back_slit` = Back Slit, 7 |
| `waist_rise` | Waist rise | StoreRouter enrichment | 5% | 3 | `waist_rise__mid` = Mid, 54; `waist_rise__high` = High, 43; `waist_rise__low` = Low, 7 |
| `fabric_weight` | Fabric Weight | StoreRouter enrichment | 3% | 1 | `fabric_weight__lightweight` = Lightweight, 75 |
| `one_piece_style` | One-piece style | StoreRouter enrichment | 2% | 5 | `one_piece_style__overall` = Overall, 32; `one_piece_style__jumpsuit` = Jumpsuit, 18; `one_piece_style__dungaree` = Dungaree, 5; `one_piece_style__romper` = Romper, 5; `one_piece_style__boiler_suit` = Boiler Suit, 3 |
| `size_group` | Size Type | StoreRouter enrichment | 2% | 2 | `size_group__regular` = Regular, 34; `size_group__plus` = Plus, 15 |
| `sustainability_features` | Sustainability Features | StoreRouter enrichment | 2% | 3 | `sustainability_features__recycled_materials` = Recycled Materials, 40; `sustainability_features__eco_friendly` = Eco-Friendly, 8; `sustainability_features__vegan` = Vegan, 1 |
| `pants_leg_length` | Pants Leg Length | StoreRouter enrichment | 1% | 3 | `pants_leg_length__regular` = Regular, 10; `pants_leg_length__cropped` = Cropped, 9; `pants_leg_length__ankle` = Ankle, 7 |
| `season` | Season | StoreRouter enrichment | 1% | 4 | `season__cool_weather` = Cool Weather, 11; `season__warm_weather` = Warm Weather, 8; `season__cold_weather` = Cold Weather, 5; `season__all_season` = All-Season, 3 |
| `knit_style` | Knit Style | StoreRouter enrichment | 1% | 5 | `knit_style__french_terry` = French Terry, 16; `knit_style__rib_knit` = Rib Knit, 4; `knit_style__cable_knit` = Cable Knit, 2; `knit_style__chunky` = Chunky, 2; `knit_style__fine_gauge` = Fine Gauge, 2 |
| `openwork_detail` | Openwork Detail | StoreRouter enrichment | 1% | 2 | `openwork_detail__eyelet` = Eyelet, 15; `openwork_detail__cutouts` = Cutouts, 12 |
| `surface_finish` | Surface Finish | StoreRouter enrichment | <1% | 2 | `surface_finish__matte` = Matte, 12; `surface_finish__glossy` = Glossy, 1 |
| `bag_closure_type` | Bag closure type | StoreRouter enrichment | <1% | 2 | `bag_closure_type__zipper` = Zipper, 11; `bag_closure_type__open_top` = Open Top, 1 |
| `bag_shape` | Bag Shape | StoreRouter enrichment | <1% | 1 | `bag_shape__rectangle` = Rectangle, 11 |
| `bag_size` | Bag Size | StoreRouter enrichment | <1% | 2 | `bag_size__oversized` = Oversized, 6; `bag_size__medium` = Medium, 5 |
| `carry_options` | Carry options | StoreRouter enrichment | <1% | 2 | `carry_options__handle` = Handle, 12; `carry_options__shoulder_strap` = Shoulder Strap, 12 |
| `lining_material_outerwear` | Lining Material | StoreRouter enrichment | <1% | 4 | `lining_material_outerwear__polyester` = Polyester, 7; `lining_material_outerwear__quilted` = Quilted, 2; `lining_material_outerwear__cotton` = Cotton, 1; `lining_material_outerwear__fully_lined` = Fully Lined, 1 |
| `top_hem_shape` | Top Hem Shape | StoreRouter enrichment | <1% | 2 | `top_hem_shape__high_low` = High-Low, 8; `top_hem_shape__asymmetric` = Asymmetric, 2 |
| `bag_case_material` | Bag/Case material | StoreRouter enrichment | <1% | 4 | `bag_case_material__denim` = Denim, 7; `bag_case_material__cotton` = Cotton, 5; `bag_case_material__polyester` = Polyester, 3; `bag_case_material__canvas` = Canvas, 1 |
| `category_path.depth_5` | Category at depth 5 | StoreRouter enrichment | <1% | 1 | `lounge bottoms` = Lounge Bottoms, 8 |
| `outerwear_unique_features` | Outerwear Features | StoreRouter enrichment | <1% | 3 | `outerwear_unique_features__belted` = Belted, 6; `outerwear_unique_features__insulated` = Insulated, 2; `outerwear_unique_features__double_breasted` = Double Breasted, 1 |
| `tote_handle_type` | Tote handle type | StoreRouter enrichment | <1% | 2 | `tote_handle_type__dual` = Dual, 5; `tote_handle_type__long` = Long, 3 |
| `bag_case_storage_features` | Bag/Case storage features | StoreRouter enrichment | <1% | 1 | `bag_case_storage_features__external_pockets` = External Pockets, 7 |
| `shorts_fit` | Shorts Fit | StoreRouter enrichment | <1% | 2 | `shorts_fit__relaxed` = Relaxed, 5; `shorts_fit__regular` = Regular, 1 |
| `insulation_level` | Insulation Level | StoreRouter enrichment | <1% | 1 | `insulation_level__lightweight` = Lightweight, 4 |
| `activewear_unique_features` | Activewear Features | StoreRouter enrichment | <1% | 1 | `activewear_unique_features__adjustable_waistband` = Adjustable Waistband, 2 |
| `activity_type` | Activity Type | StoreRouter enrichment | <1% | 2 | `activity_type__dance_studio` = Dance / Studio, 1; `activity_type__hiking_outdoor` = Hiking / Outdoor, 1 |
| `scarf_shawl_style` | Scarf/Shawl style | StoreRouter enrichment | <1% | 1 | `scarf_shawl_style__regular` = Regular, 3 |
| `stretch_level` | Stretch Level | StoreRouter enrichment | <1% | 1 | `stretch_level__none` = None, 2 |
| `underwear_coverage_style` | Underwear coverage style | StoreRouter enrichment | <1% | 1 | `underwear_coverage_style__boyshort` = Boyshort, 2 |
| `activity_intensity` | Activity Intensity | StoreRouter enrichment | 0% | 1 | `activity_intensity__studio_low` = Low Impact / Studio, 1 |
| `brand_name` | Canonical brand name | Brand | 100% | 2 | `Billy T` = Billy T, 1,413; `Wash Lab` = Wash Lab, 765 |