# Leftonfriday (leftonfriday.com) product data API

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

- Catalog key: `leftonfriday` (pass in `"catalogs"` to narrow a search to this store)
- Products: 1,850
- Snapshot: 2026-10-19T16:47:57Z (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/leftonfriday
- Get an API key: https://platform.storerouter.ai/auth/organization

## Questions

### What does Leftonfriday sell?

Almost entirely Apparel & Accessories: 100% of its 1,850 products. Clothing is the largest department with 1,810 products, followed by Accessories (35) and Bags (3). The most common Leftonfriday categories are Swimwear (1,117), Tops (320) and Shorts (107).

### How are Leftonfriday 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 Bikini Tops (366 products). Every level is a search facet.

### What can I filter Leftonfriday products by?

74 searchable fields. Well-covered attributes include sleeve length type (68% of products), neckline (64%) and season (49%). For sleeve length type, the most common values are Sleeveless, Long and Short; for neckline, the most common values are Scoop, Plunging and Spaghetti Strap.

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

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

### Can I get Leftonfriday 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 Leftonfriday 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 1,850 Leftonfriday products, with coverage counts refreshed about daily.

### Where does the data come from?

Straight from leftonfriday.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

### Rays LS Top *Long *Wavy - Desert Plum / Riptide

Long sleeves for longer beach days.Protecting you from 98% of the sun’s UV rays, this long sleeve makes for longer days of sun and fun. It’s full body coverage but feels barely there.

Indexed response retrieved 2026-10-20T00:25:43.226Z. Price and availability may change.
Availability: In stock
Sizes: S, M, L, XL, XXL, XS

### Product details

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

```json
{
  "source": "indexed",
  "catalogKey": "leftonfriday",
  "product": {
    "title": "Rays LS Top *Long *Wavy - Desert Plum / Riptide",
    "brand": null,
    "productUrl": "https://leftonfriday.com/products/rays-long-sleeve-top-long-wavy-desert-plum-riptide",
    "currentPrice": 110,
    "currency": "USD",
    "inStock": true,
    "description": "Long sleeves for longer beach days.Protecting you from 98% of the sun’s UV rays, this long sleeve makes for longer days of sun and fun. It’s full body coverage but feels barely there. ",
    "primaryImage": {
      "url": "https://cdn.shopify.com/s/files/1/2794/0722/files/Swim_RaysLongSleeveWavyLong_DesertPlumRiptide_SM_MariaM_Naya_w_SkinnyDipBottom_Riptide_SM1retouch-R1.jpg?v=1778878930",
      "cdnUrl": "https://cdn.octogen.ai/8271dcfd49a810db8e2cdabcd0d3c83d/29a41acdf3ca9aad7616d77910d0f75e.webp?request_id=5bbfcd5b-8317-4fc1-9334-6f49d367b11e",
      "width": 1150,
      "height": 1438,
      "sizeBytes": 59424,
      "mimeType": "image/webp"
    },
    "details": {
      "materials": [],
      "fit": [],
      "dimensions": null,
      "patterns": []
    }
  }
}
```

### Enrichment

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

```json
{
  "source": "indexed",
  "catalogKey": "leftonfriday",
  "product": {
    "enrichment": {
      "type": "rash guard",
      "category_path": [
        "Apparel & Accessories",
        "Clothing",
        "Swimwear",
        "Performance Tops",
        "Rash Guards"
      ],
      "styles": [
        "sporty",
        "beachwear"
      ],
      "attributes": {
        "Season": [
          "Warm Weather"
        ],
        "Pattern": [
          "Solid"
        ],
        "Neckline": [
          "Mock Neck"
        ],
        "Activity Type": [
          "Swimming"
        ],
        "Sleeve length type": [
          "Long"
        ],
        "Performance Features": [
          "UV Protection"
        ],
        "Swim top coverage style": [
          "High Neck",
          "Sport"
        ]
      },
      "attribute_handles": {
        "season": [
          "season__warm_weather"
        ],
        "pattern": [
          "pattern__solid"
        ],
        "neckline": [
          "neckline__mock"
        ],
        "activity_type": [
          "activity_type__swimming"
        ],
        "sleeve_length_type": [
          "sleeve_length_type__long"
        ],
        "performance_features": [
          "performance_features__uv_protection"
        ],
        "swim_top_coverage_style": [
          "swim_top_coverage_style__high_neck",
          "swim_top_coverage_style__sport"
        ]
      }
    }
  }
}
```

## 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": ["leftonfriday"],
    "q": "swimwear",
    "limit": 5
  }'
```

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

- [Rays LS Top *Long *Wavy - Desert Plum / Riptide](https://leftonfriday.com/products/rays-long-sleeve-top-long-wavy-desert-plum-riptide) — $110.00
- [Rays Long Sleeve Top - Hot](https://leftonfriday.com/products/rays-long-sleeve-top-hot) — $100.00
- [Rays LS Top *Long *Wavy - Rescue / Sweet Chili Heat](https://leftonfriday.com/products/rays-long-sleeve-top-long-wavy-rescue-sweet-chili-heat) — $110.00
- [Rays SS Top *Long - Deep End](https://leftonfriday.com/products/rays-short-sleeve-top-long-deep-end) — $95.00
- [Rays LS Top *Long - Deep End](https://leftonfriday.com/products/rays-long-sleeve-top-long-deep-end) — $110.00

## Prices

Median price $110 across 1,850 priced products. Current prices, assumed USD.

| Price range | Products |
| --- | --- |
| Under $20 | 9 |
| $20–$40 | 27 |
| $40–$60 | 42 |
| $60–$80 | 293 |
| $80–$100 | 83 |
| $100–$120 | 688 |
| $120–$140 | 152 |
| $140–$160 | 93 |
| $160–$180 | 120 |
| $180 and up | 343 |

## Categories

| Category | Products |
| --- | --- |
| Swimwear | 1,117 |
| Tops | 320 |
| Shorts | 107 |
| Pants | 99 |
| Jumpsuits & One-Pieces | 80 |
| Dresses | 50 |
| Underwear & Sleepwear | 29 |
| Hats & Headwear | 19 |
| Hair Accessories | 14 |
| Skirts | 5 |

## 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% | 56 | `navy` = Navy, 195; `brown` = Brown, 190; `black` = Black, 189; `red` = Red, 179; `white` = White, 174 |
| `color_family` | Color family | Merchant data | 100% | 12 | `Blue` = Blue, 503; `Brown` = Brown, 261; `Red` = Red, 235; `Pink` = Pink, 214; `Green` = Green, 196 |
| `is_activewear` | Activewear | Merchant data | 100% | 2 | `false` = False, 933; `true` = True, 917 |
| `age_groups` | Age Group | StoreRouter enrichment | 100% | 1 | `adult` = Adult, 1,850 |
| `category_path.depth_0` | Category at depth 0 | StoreRouter enrichment | 100% | 1 | `apparel & accessories` = Apparel & Accessories, 1,850 |
| `category_path.depth_1` | Category at depth 1 | StoreRouter enrichment | 100% | 4 | `clothing` = Clothing, 1,810; `accessories` = Accessories, 35; `bags` = Bags, 3; `shoes` = Shoes, 2 |
| `category_path.depth_2` | Category at depth 2 | StoreRouter enrichment | 100% | 15 | `swimwear` = Swimwear, 1,117; `tops` = Tops, 320; `shorts` = Shorts, 107; `pants` = Pants, 99; `jumpsuits & one-pieces` = Jumpsuits & One-Pieces, 80 |
| `gender` | Gender | StoreRouter enrichment | 100% | 2 | `female` = Female, 1,768; `unisex` = Unisex, 82 |
| `pattern` | Pattern | StoreRouter enrichment | 100% | 15 | `pattern__solid` = Solid, 1,686; `pattern__striped` = Striped, 90; `pattern__color_block` = Color Block, 72; `pattern__texture` = Texture, 40; `pattern__text` = Text, 30 |
| `category_path.depth_3` | Category at depth 3 | StoreRouter enrichment | 93% | 36 | `bikinis` = Bikinis, 705; `one-pieces` = One-Pieces, 338; `tank tops & sleeveless` = Tank Tops & Sleeveless, 169; `performance tops` = Performance Tops, 66; `shirts & blouses` = Shirts & Blouses, 56 |
| `sleeve_length_type` | Sleeve length type | StoreRouter enrichment | 68% | 3 | `sleeve_length_type__sleeveless` = Sleeveless, 1,054; `sleeve_length_type__long` = Long, 124; `sleeve_length_type__short` = Short, 81 |
| `neckline` | Neckline | StoreRouter enrichment | 64% | 19 | `neckline__scoop` = Scoop, 427; `neckline__plunging` = Plunging, 131; `neckline__spaghetti_strap` = Spaghetti Strap, 131; `neckline__square` = Square, 109; `neckline__one_shoulder` = One-Shoulder, 104 |
| `category_path.depth_4` | Category at depth 4 | StoreRouter enrichment | 56% | 19 | `bikini tops` = Bikini Tops, 366; `bikini bottoms` = Bikini Bottoms, 307; `tank & cami tops` = Tank & Cami Tops, 123; `rash guards` = Rash Guards, 66; `bikini sets` = Bikini Sets, 32 |
| `season` | Season | StoreRouter enrichment | 50% | 3 | `season__warm_weather` = Warm Weather, 914; `season__cool_weather` = Cool Weather, 4; `season__cold_weather` = Cold Weather, 3 |
| `graphic_type` | Graphic Type | StoreRouter enrichment | 21% | 4 | `graphic_type__solid_no_print` = Solid / No Print, 370; `graphic_type__logo_embroidery` = Logo Embroidery, 11; `graphic_type__slogan_text` = Text / Slogan Print, 8; `graphic_type__logo_branded` = Logo Print, 4 |
| `swim_top_coverage_style` | Swim top coverage style | StoreRouter enrichment | 21% | 7 | `swim_top_coverage_style__bralette` = Bralette, 233; `swim_top_coverage_style__sport` = Sport, 110; `swim_top_coverage_style__triangle` = Triangle, 97; `swim_top_coverage_style__high_neck` = High Neck, 26; `swim_top_coverage_style__tankini` = Tankini, 6 |
| `swim_bottom_coverage_style` | Swim bottom coverage style | StoreRouter enrichment | 17% | 6 | `swim_bottom_coverage_style__high_waisted` = High-Waisted, 159; `swim_bottom_coverage_style__cheeky` = Cheeky, 144; `swim_bottom_coverage_style__thong` = Thong, 32; `swim_bottom_coverage_style__boyshort` = Boyshort, 23; `swim_bottom_coverage_style__classic` = Classic, 21 |
| `front_closure_type` | Front Closure | StoreRouter enrichment | 16% | 4 | `front_closure_type__none` = None, 238; `front_closure_type__buttons` = Buttons, 56; `front_closure_type__zipper` = Zipper, 9; `front_closure_type__tie_lace_up` = Tie / Lace-Up, 1 |
| `front_closure_length` | Front Closure Length | StoreRouter enrichment | 13% | 4 | `front_closure_length__none` = None, 177; `front_closure_length__full` = Full, 56; `front_closure_length__quarter` = Quarter, 4; `front_closure_length__half` = Half, 3 |
| `general_clothing_features` | General Clothing Features | StoreRouter enrichment | 12% | 2 | `general_clothing_features__stretchable` = Stretchable, 221; `general_clothing_features__reversible` = Reversible, 4 |
| `fit_top` | Fit (Tops) | StoreRouter enrichment | 11% | 4 | `fit_top__fitted` = Fitted, 137; `fit_top__oversized` = Oversized, 35; `fit_top__relaxed` = Relaxed, 21; `fit_top__flowy` = Flowy, 1 |
| `top_length_type` | Top length type | StoreRouter enrichment | 10% | 4 | `top_length_type__cropped` = Cropped, 128; `top_length_type__hip_length` = Hip Length, 28; `top_length_type__extended_bodysuit` = Extended / Bodysuit, 10; `top_length_type__waist_length` = Waist Length, 10 |
| `bottoms_closure` | Bottoms Closure | StoreRouter enrichment | 9% | 2 | `bottoms_closure__pull_on` = Pull-On, 128; `bottoms_closure__drawstring` = Drawstring, 46 |
| `size_group` | Size Type | StoreRouter enrichment | 9% | 3 | `size_group__tall` = Tall, 161; `size_group__plus` = Plus, 6; `size_group__petite` = Petite, 2 |
| `activity_type` | Activity Type | StoreRouter enrichment | 9% | 10 | `activity_type__training_gym` = Training / Gym, 59; `activity_type__multi_sport` = Multi-Sport, 44; `activity_type__yoga_pilates` = Yoga / Pilates, 38; `activity_type__dance_studio` = Dance / Studio, 37; `activity_type__swimming` = Swimming, 33 |
| `performance_features` | Performance Features | StoreRouter enrichment | 8% | 5 | `performance_features__uv_protection` = UV Protection, 89; `performance_features__moisture_wicking` = Moisture Wicking, 27; `performance_features__quick_drying` = Quick Drying, 27; `performance_features__ventilation` = Ventilation, 12; `performance_features__breathable_design` = Breathable Design, 7 |
| `collar_style` | Collar Style | StoreRouter enrichment | 8% | 6 | `collar_style__crew` = Crew, 48; `collar_style__collarless` = Collarless, 44; `collar_style__button_down` = Button-Down, 31; `collar_style__camp_revere` = Camp / Revere, 20; `collar_style__polo` = Polo, 9 |
| `opacity_level` | Opacity | StoreRouter enrichment | 8% | 2 | `opacity_level__opaque` = Opaque, 147; `opacity_level__sheer` = Sheer, 2 |
| `pants_length_type` | Pants length type | StoreRouter enrichment | 7% | 5 | `pants_length_type__ankle` = Ankle Length, 71; `pants_length_type__above_the_knee` = Above the Knee, 26; `pants_length_type__long` = Long, 20; `pants_length_type__cropped` = Cropped, 11; `pants_length_type__capri` = Capri, 3 |
| `fit_bottoms` | Fit | StoreRouter enrichment | 5% | 4 | `fit_bottoms__hip_hugging_skinny_fit` = Hip-Hugging (Skinny Fit), 52; `fit_bottoms__loose_slouchy_fit` = Loose / Slouchy Fit, 24; `fit_bottoms__wide_leg_volume_fit` = Wide-Leg Volume Fit, 15; `fit_bottoms__kick_flare_fit_hip_fitted` = Kick-Flare Fit (Hip-Fitted), 7 |
| `pants_leg_shape` | Leg Shape | StoreRouter enrichment | 5% | 6 | `pants_leg_shape__wide_leg` = Wide Leg, 37; `pants_leg_shape__skinny` = Skinny, 29; `pants_leg_shape__jogger` = Jogger, 18; `pants_leg_shape__cuffed` = Cuffed, 13; `pants_leg_shape__flare` = Flare, 7 |
| `sleeve_style` | Sleeve Style | StoreRouter enrichment | 5% | 4 | `sleeve_style__drop_shoulder` = Drop Shoulder, 85; `sleeve_style__raglan` = Raglan, 3; `sleeve_style__set_in` = Set-In, 2; `sleeve_style__bell` = Bell, 1 |
| `waist_rise` | Waist rise | StoreRouter enrichment | 5% | 4 | `waist_rise__high` = High, 64; `waist_rise__ultra_high` = Ultra-High, 18; `waist_rise__low` = Low, 12; `waist_rise__mid` = Mid, 6 |
| `activewear_unique_features` | Activewear Features | StoreRouter enrichment | 4% | 4 | `activewear_unique_features__compression` = Compression, 38; `activewear_unique_features__flatlock_seams` = Flatlock Seams, 36; `activewear_unique_features__hidden_pockets` = Hidden Pockets, 12; `activewear_unique_features__body_contouring_fit` = Body Contouring Fit, 8 |
| `activity_intensity` | Activity Intensity | StoreRouter enrichment | 4% | 4 | `activity_intensity__studio_low` = Low Impact / Studio, 44; `activity_intensity__training` = Training, 27; `activity_intensity__run` = Run, 13; `activity_intensity__high_impact` = High Impact, 3 |
| `dress_style` | Dress style | StoreRouter enrichment | 4% | 14 | `dress_style__backless` = Backless, 25; `dress_style__shirt` = Shirt, 13; `dress_style__tiered` = Tiered, 11; `dress_style__caftan` = Caftan, 9; `dress_style__flared` = Flared, 8 |
| `one_piece_style` | One-piece style | StoreRouter enrichment | 4% | 5 | `one_piece_style__playsuit` = Playsuit, 61; `one_piece_style__jumpsuit` = Jumpsuit, 19; `one_piece_style__unitard` = Unitard, 8; `one_piece_style__bodysuit` = Bodysuit, 1; `one_piece_style__leotard` = Leotard, 1 |
| `occasion_general` | Occasion | StoreRouter enrichment | 4% | 3 | `occasion_general__casual` = Casual, 67; `occasion_general__work` = Work, 5; `occasion_general__active` = Active, 4 |
| `skirt_dress_length_type` | Skirt/Dress length type | StoreRouter enrichment | 3% | 3 | `skirt_dress_length_type__mini` = Mini, 34; `skirt_dress_length_type__maxi` = Maxi, 17; `skirt_dress_length_type__midi` = Midi, 10 |
| `placket_type` | Front Opening | StoreRouter enrichment | 3% | 2 | `placket_type__exposed` = Visible Buttons, 54; `placket_type__fly_front` = Covered Zip, 2 |
| `swimwear_unique_features` | Swimwear Features | StoreRouter enrichment | 3% | 2 | `swimwear_unique_features__built_in_bra` = Built-In Bra / Shelf Bra, 43; `swimwear_unique_features__adjustable_strap` = Adjustable Strap, 11 |
| `occasion_style_dresses` | Dress occasion | StoreRouter enrichment | 3% | 2 | `occasion_style_dresses__casual` = Casual, 50; `occasion_style_dresses__cocktail` = Cocktail, 3 |
| `shorts_fit` | Shorts Fit | StoreRouter enrichment | 3% | 3 | `shorts_fit__athletic` = Athletic, 30; `shorts_fit__slim` = Slim, 24; `shorts_fit__relaxed` = Relaxed, 5 |
| `fabric` | Fabric | StoreRouter enrichment | 2% | 4 | `fabric__terrycloth` = Terrycloth, 34; `fabric__fleece` = Fleece, 4; `fabric__silk` = Silk, 2; `fabric__cotton` = Cotton, 1 |
| `construction_detail` | Construction Detail | StoreRouter enrichment | 2% | 5 | `construction_detail__smocked` = Smocked, 15; `construction_detail__ruffled` = Ruffled, 5; `construction_detail__draped` = Draped, 3; `construction_detail__pleated` = Pleated, 2; `construction_detail__ruched` = Ruched, 2 |
| `surface_finish` | Surface Finish | StoreRouter enrichment | 1% | 2 | `surface_finish__matte` = Matte, 24; `surface_finish__glossy` = Glossy, 1 |
| `stretch_level` | Stretch Level | StoreRouter enrichment | 1% | 1 | `stretch_level__high` = High, 23 |
| `knit_style` | Knit Style | StoreRouter enrichment | <1% | 1 | `knit_style__rib_knit` = Rib Knit, 16 |
| `bra_closure_type` | Bra closure type | StoreRouter enrichment | <1% | 1 | `bra_closure_type__pull-on-no-closure` = Pull-on (no Closure), 14 |
| `bra_style` | Bra style | StoreRouter enrichment | <1% | 3 | `bra_style__wireless` = Wireless, 13; `bra_style__bralette` = Bralette, 12; `bra_style__racerback` = Racerback, 4 |
| `bra_strap_type` | Bra strap type | StoreRouter enrichment | <1% | 3 | `bra_strap_type__cross_back` = Cross Back, 6; `bra_strap_type__racerback` = Racerback, 3; `bra_strap_type__standard` = Standard, 1 |
| `fabric_weight` | Fabric Weight | StoreRouter enrichment | <1% | 1 | `fabric_weight__lightweight` = Lightweight, 7 |
| `bra_coverage_style` | Bra coverage style | StoreRouter enrichment | <1% | 2 | `bra_coverage_style__high_neck` = High Neck, 4; `bra_coverage_style__full` = Full Coverage, 1 |
| `material` | Material | StoreRouter enrichment | <1% | 3 | `material__terrycloth` = Terrycloth, 5; `material__brass` = Brass, 1; `material__resin` = Resin, 1 |
| `openwork_detail` | Openwork Detail | StoreRouter enrichment | <1% | 1 | `openwork_detail__cutouts` = Cutouts, 6 |
| `skirt_style` | Skirt style | StoreRouter enrichment | <1% | 3 | `skirt_style__tiered` = Tiered, 5; `skirt_style__gathered` = Gathered, 2; `skirt_style__flared` = Flared, 1 |
| `bag_closure_type` | Bag closure type | StoreRouter enrichment | <1% | 2 | `bag_closure_type__open_top` = Open Top, 2; `bag_closure_type__zipper` = Zipper, 1 |
| `bag_shape` | Bag Shape | StoreRouter enrichment | <1% | 1 | `bag_shape__rectangle` = Rectangle, 3 |
| `carry_options` | Carry options | StoreRouter enrichment | <1% | 2 | `carry_options__handle` = Handle, 3; `carry_options__shoulder_strap` = Shoulder Strap, 3 |
| `category_path.depth_5` | Category at depth 5 | StoreRouter enrichment | <1% | 1 | `lounge bottoms` = Lounge Bottoms, 3 |
| `outerwear_length_type` | Outerwear Length | StoreRouter enrichment | <1% | 1 | `outerwear_length_type__hip` = Hip Length, 3 |
| `underwear_coverage_style` | Underwear coverage style | StoreRouter enrichment | <1% | 2 | `underwear_coverage_style__boyshort` = Boyshort, 3; `underwear_coverage_style__thong` = Thong, 1 |
| `bag_case_material` | Bag/Case material | StoreRouter enrichment | <1% | 1 | `bag_case_material__nylon` = Nylon, 1 |
| `bag_size` | Bag Size | StoreRouter enrichment | <1% | 2 | `bag_size__large` = Large, 1; `bag_size__oversized` = Oversized, 1 |
| `hardware_finish` | Hardware finish | StoreRouter enrichment | <1% | 1 | `hardware_finish__brass` = Brass, 1 |
| `headwear_features` | Headwear features | StoreRouter enrichment | <1% | 2 | `headwear_features__adjustable_fit` = Adjustable Fit, 1; `headwear_features__collapsible` = Collapsible, 1 |
| `occasion_style_shoes` | Occasion style | StoreRouter enrichment | <1% | 1 | `occasion_style_shoes__casual` = Casual, 2 |
| `sandal_style` | Sandal style | StoreRouter enrichment | <1% | 1 | `sandal_style__slide` = Slide, 2 |
| `shoe_closure_type` | Closure type | StoreRouter enrichment | <1% | 2 | `shoe_closure_type__slip-on` = Slip-On, 2; `shoe_closure_type__none` = None, 1 |
| `shoe_heel_height` | Heel height | StoreRouter enrichment | <1% | 1 | `shoe_heel_height__flats` = Flats, 2 |
| `slit_style` | Slit Style | StoreRouter enrichment | <1% | 1 | `slit_style__front_slit` = Front Slit, 2 |
| `toe_style` | Toe Shape | StoreRouter enrichment | <1% | 1 | `toe_style__open` = Open-Toe, 2 |
| `tote_handle_type` | Tote handle type | StoreRouter enrichment | <1% | 1 | `tote_handle_type__dual` = Dual, 1 |
| `brand_name` | Canonical brand name | Brand | 79% | 6 | `Left on Friday` = Left on Friday, 1,134; `Super Moves` = Super Moves, 270; `towel to go` = towel to go, 34; `super normal` = super normal, 22; `Sports + Rec` = Sports + Rec, 7 |