# Bando (bando.com) product data API

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

- Catalog key: `bando` (pass in `"catalogs"` to narrow a search to this store)
- Products: 1,234
- Snapshot: 2026-10-15T09:45:58Z (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/bando
- Get an API key: https://platform.storerouter.ai/auth/organization

## Questions

### What does Bando sell?

Almost entirely Apparel & Accessories: 91.7% of its 1,234 products. Clothing is the largest department with 463 products, followed by Bags (389) and Accessories (174). The most common Bando categories are Tops (204), Totes & Shoppers (134) and Luggage, Travel & Utility (109).

### How are Bando products categorized?

Into a shared taxonomy 6 levels deep. The first level separates Apparel & Accessories, Beauty and Media; the second separates departments such as Clothing; 5 levels down, categories are as specific as Crew / Mid-Calf (42 products). Every level is a search facet.

### What can I filter Bando products by?

153 searchable fields. Well-covered attributes include graphic type (34% of products), fabric (32%) and bag closure type (30%). For graphic type, the most common values are Solid / No Print, Text / Slogan Print and Photo Print / Art; for fabric, the most common values are Cotton, Denim and Polyester.

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

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

### Can I get Bando 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 Bando 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 1,234 Bando products, with coverage counts refreshed about daily.

### Where does the data come from?

Straight from bando.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

### Leighton Peplum Top - The Dust Stone

Levi’s Leighton Peplum Top just feels special. We designed it with a high neckline, seam detailing and a flattering cut.  The details-    98% cotton, 2% LYCRA A figure-flattering top Cut with a slim fit Made with a touch of stretch

Indexed response retrieved 2026-10-15T10:37:33.960Z. Price and availability may change.
Availability: In stock
Sizes: XS, S, M, L, XL, XXL

### Product details

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

```json
{
  "source": "indexed",
  "catalogKey": "bando",
  "product": {
    "title": "Leighton Peplum Top - The Dust Stone",
    "brand": {
      "name": "Levi's"
    },
    "productUrl": "https://www.bando.com/products/leighton-peplum-top-the-dust-stone",
    "currentPrice": 70,
    "currency": "USD",
    "inStock": true,
    "description": " Levi’s Leighton Peplum Top just feels special. We designed it with a high neckline, seam detailing and a flattering cut.  The details-    98% cotton, 2% LYCRA A figure-flattering top Cut with a slim fit Made with a touch of stretch     ",
    "primaryImage": {
      "url": "https://cdn.shopify.com/s/files/1/0787/5255/files/bando-3p-levi-leighton-peplum-top-the-dust-stone-01.jpg?v=1776699046",
      "cdnUrl": "https://cdn.octogen.ai/332a35a68d3b18cfad73718e6694df5d/65c07ace2597822caee04a82bb2b39ae.webp?request_id=ad98ba20-5713-4d7f-8f56-255f9bbcf533",
      "width": 1024,
      "height": 1280,
      "sizeBytes": 157092,
      "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": "bando",
  "product": {
    "enrichment": {
      "type": "peplum top",
      "category_path": [
        "Apparel & Accessories",
        "Clothing",
        "Tops",
        "Shirts & Blouses"
      ],
      "styles": [
        "casual",
        "contemporary"
      ],
      "attributes": {
        "Fabric": [
          "Cotton",
          "Elastane (Spandex / Lycra)",
          "Lycra"
        ],
        "Opacity": [
          "Opaque"
        ],
        "Pattern": [
          "Solid"
        ],
        "Neckline": [
          "Mock Neck",
          "Round"
        ],
        "Occasion": [
          "Casual"
        ],
        "Fit (Tops)": [
          "Fitted"
        ],
        "Collar Style": [
          "Collarless"
        ],
        "Denim Fabric": [
          "Stretch"
        ],
        "Graphic Type": [
          "Solid / No Print"
        ],
        "Front Closure": [
          "None"
        ],
        "Sleeve length type": [
          "Sleeveless"
        ],
        "Front Closure Length": [
          "None"
        ],
        "General Clothing Features": [
          "Stretchable"
        ]
      },
      "attribute_handles": {
        "fabric": [
          "fabric__cotton",
          "fabric__elastane",
          "fabric__lycra"
        ],
        "fit_top": [
          "fit_top__fitted"
        ],
        "pattern": [
          "pattern__solid"
        ],
        "neckline": [
          "neckline__mock",
          "neckline__round"
        ],
        "collar_style": [
          "collar_style__collarless"
        ],
        "denim_fabric": [
          "denim_fabric__stretch"
        ],
        "graphic_type": [
          "graphic_type__solid_no_print"
        ],
        "opacity_level": [
          "opacity_level__opaque"
        ],
        "occasion_general": [
          "occasion_general__casual"
        ],
        "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": ["bando"],
    "q": "tops",
    "limit": 5
  }'
```

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

- [Leighton Peplum Top - The Dust Stone](https://www.bando.com/products/leighton-peplum-top-the-dust-stone) — $70.00
- [Leighton Peplum Top - NY Nights](https://www.bando.com/products/leighton-peplum-top-ny-nights) — $70.00
- [Keller Top - Beach Chairs](https://www.bando.com/products/keller-top-beach-chairs) — $89.97
- [Pamela Bow Top - White Alyssum](https://www.bando.com/products/pamela-bow-top-white-alyssum) — $168.00
- [Off-White Biriba Cropped Top](https://www.bando.com/products/off-white-biriba-cropped-top) — $69.97

## Categories

| Category | Products |
| --- | --- |
| Tops | 204 |
| Totes & Shoppers | 134 |
| Luggage, Travel & Utility | 109 |
| Shoulder Bags | 99 |
| Pants | 87 |
| Underwear & Sleepwear | 85 |
| Bag Accessories | 56 |
| Hair Accessories | 49 |
| Sneakers | 34 |
| Dresses | 32 |

## 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 | 97% | 2 | `false` = False, 1,151; `true` = True, 40 |
| `color` | Product color | Merchant data | 70% | 55 | `multi` = Multi, 213; `black` = Black, 150; `white` = White, 69; `ivory` = Ivory, 60; `pink` = Pink, 50 |
| `color_family` | Color family | Merchant data | 70% | 12 | `Multicolor` = Multicolor, 213; `Black` = Black, 150; `White` = White, 131; `Blue` = Blue, 102; `Brown` = Brown, 89 |
| `category_path.depth_0` | Category at depth 0 | StoreRouter enrichment | 100% | 4 | `apparel & accessories` = Apparel & Accessories, 1,132; `beauty` = Beauty, 59; `media` = Media, 32; `furniture` = Furniture, 11 |
| `category_path.depth_1` | Category at depth 1 | StoreRouter enrichment | 100% | 17 | `clothing` = Clothing, 463; `bags` = Bags, 389; `accessories` = Accessories, 174; `shoes` = Shoes, 65; `jewelry` = Jewelry, 41 |
| `category_path.depth_2` | Category at depth 2 | StoreRouter enrichment | 100% | 59 | `tops` = Tops, 204; `totes & shoppers` = Totes & Shoppers, 134; `luggage, travel & utility` = Luggage, Travel & Utility, 109; `shoulder bags` = Shoulder Bags, 99; `pants` = Pants, 87 |
| `pattern` | Pattern | StoreRouter enrichment | 94% | 45 | `pattern__solid` = Solid, 488; `pattern__text` = Text, 159; `pattern__texture` = Texture, 130; `pattern__floral` = Floral, 126; `pattern__art` = Art, 110 |
| `age_groups` | Age Group | StoreRouter enrichment | 83% | 2 | `adult` = Adult, 1,026; `kids` = Kids, 2 |
| `gender` | Gender | StoreRouter enrichment | 83% | 2 | `unisex` = Unisex, 618; `female` = Female, 408 |
| `category_path.depth_3` | Category at depth 3 | StoreRouter enrichment | 70% | 68 | `t-shirts` = T-Shirts, 97; `shopper bags` = Shopper Bags, 66; `socks` = Socks, 57; `tote bags` = Tote Bags, 52; `keychains` = Keychains, 50 |
| `graphic_type` | Graphic Type | StoreRouter enrichment | 34% | 8 | `graphic_type__solid_no_print` = Solid / No Print, 233; `graphic_type__slogan_text` = Text / Slogan Print, 110; `graphic_type__photo_art` = Photo Print / Art, 45; `graphic_type__character_pop_culture` = Character / Pop Culture, 29; `graphic_type__logo_branded` = Logo Print, 19 |
| `fabric` | Fabric | StoreRouter enrichment | 33% | 37 | `fabric__cotton` = Cotton, 229; `fabric__denim` = Denim, 75; `fabric__polyester` = Polyester, 66; `fabric__nylon` = Nylon / Polyamide, 43; `fabric__elastane` = Elastane (Spandex / Lycra), 23 |
| `bag_closure_type` | Bag closure type | StoreRouter enrichment | 30% | 9 | `bag_closure_type__zipper` = Zipper, 233; `bag_closure_type__open_top` = Open Top, 115; `bag_closure_type__buckles` = Buckles, 17; `bag_closure_type__magnetic` = Magnetic, 15; `bag_closure_type__drawstring` = Drawstring, 6 |
| `carry_options` | Carry options | StoreRouter enrichment | 27% | 8 | `carry_options__handle` = Handle, 211; `carry_options__shoulder_strap` = Shoulder Strap, 199; `carry_options__crossbody_strap` = Crossbody Strap, 40; `carry_options__trolley_sleeve` = Trolley Sleeve, 13; `carry_options__chest/waist_strap` = Chest/Waist Strap, 8 |
| `category_path.depth_4` | Category at depth 4 | StoreRouter enrichment | 26% | 39 | `crew / mid-calf` = Crew / Mid-Calf, 42; `hair pins, claws & clips` = Hair Pins, Claws & Clips, 31; `sweatshirts` = Sweatshirts, 26; `cardigans` = Cardigans, 23; `packing organizers` = Packing Organizers, 17 |
| `bag_case_material` | Bag/Case material | StoreRouter enrichment | 23% | 15 | `bag_case_material__nylon` = Nylon, 223; `bag_case_material__ripstop` = Ripstop, 116; `bag_case_material__leather` = Leather, 29; `bag_case_material__cotton` = Cotton, 22; `bag_case_material__canvas` = Canvas, 14 |
| `sustainability_features` | Sustainability Features | StoreRouter enrichment | 21% | 8 | `sustainability_features__recycled_materials` = Recycled Materials, 201; `sustainability_features__vegan` = Vegan, 18; `sustainability_features__eco_friendly` = Eco-Friendly, 17; `sustainability_features__sustainable_sourcing` = Sustainable Sourcing, 15; `sustainability_features__biodegradable` = Biodegradable, 14 |
| `sleeve_length_type` | Sleeve length type | StoreRouter enrichment | 21% | 4 | `sleeve_length_type__short` = Short, 103; `sleeve_length_type__long` = Long, 96; `sleeve_length_type__sleeveless` = Sleeveless, 50; `sleeve_length_type__3/4` = 3/4, 4 |
| `neckline` | Neckline | StoreRouter enrichment | 19% | 15 | `neckline__crew` = Crew, 139; `neckline__round` = Round, 60; `neckline__collared` = Collared, 23; `neckline__v_neck` = V Neck, 19; `neckline__spaghetti_strap` = Spaghetti Strap, 17 |
| `bag_shape` | Bag Shape | StoreRouter enrichment | 18% | 7 | `bag_shape__rectangle` = Rectangle, 129; `bag_shape__crescent` = Crescent, 47; `bag_shape__barrel` = Barrel, 28; `bag_shape__box` = Box, 10; `bag_shape__bucket` = Bucket, 6 |
| `front_closure_type` | Front Closure | StoreRouter enrichment | 17% | 5 | `front_closure_type__none` = None, 150; `front_closure_type__buttons` = Buttons, 47; `front_closure_type__zipper` = Zipper, 7; `front_closure_type__snaps` = Snaps, 5; `front_closure_type__mixed` = Mixed, 2 |
| `bag_size` | Bag Size | StoreRouter enrichment | 14% | 4 | `bag_size__medium` = Medium, 71; `bag_size__small` = Small, 53; `bag_size__mini` = Mini, 35; `bag_size__large` = Large, 20 |
| `collar_style` | Collar Style | StoreRouter enrichment | 13% | 9 | `collar_style__crew` = Crew, 125; `collar_style__collarless` = Collarless, 19; `collar_style__point` = Point, 8; `collar_style__stand_funnel` = Stand / Funnel, 4; `collar_style__polo` = Polo, 3 |
| `front_closure_length` | Front Closure Length | StoreRouter enrichment | 13% | 5 | `front_closure_length__none` = None, 128; `front_closure_length__full` = Full, 31; `front_closure_length__half` = Half, 2; `front_closure_length__short_placket` = Short Placket, 2; `front_closure_length__quarter` = Quarter, 1 |
| `fit_top` | Fit (Tops) | StoreRouter enrichment | 12% | 6 | `fit_top__relaxed` = Relaxed, 64; `fit_top__oversized` = Oversized, 36; `fit_top__regular` = Regular, 30; `fit_top__boxy` = Boxy, 25; `fit_top__fitted` = Fitted, 22 |
| `material` | Material | StoreRouter enrichment | 11% | 23 | `material__metal` = Metal, 46; `material__plastic` = Plastic, 36; `material__nylon` = Nylon, 20; `material__cotton` = Cotton, 18; `material__fabric` = Fabric, 16 |
| `surface_finish` | Surface Finish | StoreRouter enrichment | 8% | 3 | `surface_finish__glossy` = Glossy, 55; `surface_finish__matte` = Matte, 30; `surface_finish__metallic` = Metallic, 14 |
| `sleeve_style` | Sleeve Style | StoreRouter enrichment | 8% | 10 | `sleeve_style__drop_shoulder` = Drop Shoulder, 55; `sleeve_style__balloon` = Balloon, 15; `sleeve_style__dolman` = Dolman / Batwing, 13; `sleeve_style__puff` = Puff, 11; `sleeve_style__cap` = Cap, 3 |
| `fit_bottoms` | Fit | StoreRouter enrichment | 8% | 7 | `fit_bottoms__curved_volume_fit_barrel_hip` = Curved Volume Fit (Barrel Hip), 42; `fit_bottoms__loose_slouchy_fit` = Loose / Slouchy Fit, 32; `fit_bottoms__wide_leg_volume_fit` = Wide-Leg Volume Fit, 27; `fit_bottoms__relaxed_boyfriend_fit` = Relaxed / Boyfriend Fit, 24; `fit_bottoms__straight_through_fit` = Straight-Through Fit, 11 |
| `fabric_weight` | Fabric Weight | StoreRouter enrichment | 7% | 4 | `fabric_weight__lightweight` = Lightweight, 62; `fabric_weight__midweight` = Midweight, 12; `fabric_weight__heavyweight` = Heavyweight, 11; `fabric_weight__sheer` = Sheer, 7 |
| `pants_leg_shape` | Leg Shape | StoreRouter enrichment | 7% | 8 | `pants_leg_shape__barrel_balloon` = Barrel / Balloon, 42; `pants_leg_shape__wide_leg` = Wide Leg, 29; `pants_leg_shape__straight` = Straight, 19; `pants_leg_shape__tapered` = Tapered, 8; `pants_leg_shape__slim` = Slim, 5 |
| `shoulder_bag_style_type` | Shoulder Bag Style Type | StoreRouter enrichment | 7% | 5 | `shoulder_bag_style_type__croissant` = Croissant, 42; `shoulder_bag_style_type__half_moon` = Half-Moon, 35; `shoulder_bag_style_type__hobo` = Hobo, 25; `shoulder_bag_style_type__structured` = Structured, 13; `shoulder_bag_style_type__baguette` = Baguette, 7 |
| `care_instructions` | Care instructions | StoreRouter enrichment | 7% | 3 | `care_instructions__machine_washable` = Machine Washable, 81; `care_instructions__dryer_safe` = Dryer Safe, 1; `care_instructions__tumble_dry` = Tumble Dry, 1 |
| `hardware_finish` | Hardware finish | StoreRouter enrichment | 6% | 4 | `hardware_finish__silver` = Silver, 55; `hardware_finish__gold` = Gold, 19; `hardware_finish__matte_black` = Matte Black, 2; `hardware_finish__brass` = Brass, 1 |
| `knit_style` | Knit Style | StoreRouter enrichment | 6% | 8 | `knit_style__jersey` = Jersey, 49; `knit_style__rib_knit` = Rib Knit, 13; `knit_style__chunky` = Chunky, 6; `knit_style__pointelle` = Pointelle, 5; `knit_style__french_terry` = French Terry, 3 |
| `bag_strap_details` | Bag strap details | StoreRouter enrichment | 6% | 2 | `bag_strap_details__adjustable` = Adjustable, 68; `bag_strap_details__detachable` = Detachable, 1 |
| `bottoms_closure` | Bottoms Closure | StoreRouter enrichment | 6% | 4 | `bottoms_closure__pull_on` = Pull-On, 49; `bottoms_closure__buttons` = Button Fly, 11; `bottoms_closure__drawstring` = Drawstring, 10; `bottoms_closure__zip` = Zip Fly, 8 |
| `embellishments` | Embellishments | StoreRouter enrichment | 6% | 9 | `embellishments__contrast_piping` = Contrast Trim / Piping, 23; `embellishments__bow` = Bow, 15; `embellishments__embroidery` = Embroidery, 13; `embellishments__studs` = Studs, 10; `embellishments__decorative_buttons` = Decorative Buttons, 8 |
| `bag_case_storage_features` | Bag/Case storage features | StoreRouter enrichment | 5% | 4 | `bag_case_storage_features__external_pockets` = External Pockets, 45; `bag_case_storage_features__built-in_compartments` = Built-in Compartments, 20; `bag_case_storage_features__removable_pouch` = Removable Pouch, 9; `bag_case_storage_features__hanging_organizer` = Hanging Organizer, 1 |
| `shoe_closure_type` | Closure type | StoreRouter enrichment | 5% | 7 | `shoe_closure_type__lace-up` = Lace-Up, 32; `shoe_closure_type__slip-on` = Slip-On, 20; `shoe_closure_type__buckles` = Buckles, 16; `shoe_closure_type__straps` = Straps, 9; `shoe_closure_type__slingback` = Slingback, 6 |
| `waist_rise` | Waist rise | StoreRouter enrichment | 5% | 4 | `waist_rise__high` = High, 35; `waist_rise__mid` = Mid, 15; `waist_rise__low` = Low, 12; `waist_rise__ultra_high` = Ultra-High, 2 |
| `footwear_material` | Footwear material | StoreRouter enrichment | 5% | 15 | `footwear_material__suede_nubuck` = Suede / Nubuck, 26; `footwear_material__leather` = Leather, 20; `footwear_material__rubber_pvc` = Rubber / PVC, 15; `footwear_material__canvas` = Canvas, 11; `footwear_material__fabric_textile` = Fabric / Textile, 9 |
| `top_length_type` | Top length type | StoreRouter enrichment | 5% | 4 | `top_length_type__cropped` = Cropped, 45; `top_length_type__waist_length` = Waist Length, 9; `top_length_type__hip_length` = Hip Length, 7; `top_length_type__tunic_length` = Tunic Length, 1 |
| `toe_style` | Toe Shape | StoreRouter enrichment | 5% | 6 | `toe_style__round` = Round, 42; `toe_style__square` = Square, 8; `toe_style__open` = Open-Toe, 5; `toe_style__pointed` = Pointed, 3; `toe_style__almond` = Almond, 2 |
| `occasion_style_shoes` | Occasion style | StoreRouter enrichment | 5% | 2 | `occasion_style_shoes__casual` = Casual, 58; `occasion_style_shoes__athletic` = Athletic, 13 |
| `general_clothing_features` | General Clothing Features | StoreRouter enrichment | 4% | 1 | `general_clothing_features__stretchable` = Stretchable, 53 |
| `opacity_level` | Opacity | StoreRouter enrichment | 4% | 3 | `opacity_level__opaque` = Opaque, 37; `opacity_level__sheer` = Sheer, 8; `opacity_level__semi_sheer` = Semi-Sheer, 5 |
| `skirt_dress_length_type` | Skirt/Dress length type | StoreRouter enrichment | 4% | 3 | `skirt_dress_length_type__midi` = Midi, 24; `skirt_dress_length_type__mini` = Mini, 14; `skirt_dress_length_type__maxi` = Maxi, 12 |
| `placket_type` | Front Opening | StoreRouter enrichment | 4% | 3 | `placket_type__exposed` = Visible Buttons, 41; `placket_type__snap` = Snap Closure, 5; `placket_type__concealed` = Hidden Buttons, 2 |
| `shoe_sole_type` | Sole Type | StoreRouter enrichment | 4% | 4 | `shoe_sole_type__rubber` = Rubber, 43; `shoe_sole_type__standard` = Standard, 5; `shoe_sole_type__platform` = Platform, 2; `shoe_sole_type__smooth_leather` = Smooth / Leather Sole, 1 |
| `denim_wash` | Denim Wash | StoreRouter enrichment | 4% | 7 | `denim_wash__light` = Light, 13; `denim_wash__colored` = Colored, 11; `denim_wash__dark` = Dark, 6; `denim_wash__white` = White / Ecru, 5; `denim_wash__black` = Black, 4 |
| `denim_wash_effects` | Denim Finish Effects | StoreRouter enrichment | 4% | 7 | `denim_wash_effects__clean_none` = Clean / None, 27; `denim_wash_effects__distressed` = Distressed, 8; `denim_wash_effects__faded_stonewash` = Faded / Stonewash, 5; `denim_wash_effects__raw` = Raw, 3; `denim_wash_effects__acid_bleached` = Acid / Bleached, 2 |
| `pants_length_type` | Pants length type | StoreRouter enrichment | 3% | 4 | `pants_length_type__cropped` = Cropped, 20; `pants_length_type__ankle` = Ankle Length, 11; `pants_length_type__long` = Long, 9; `pants_length_type__above_the_knee` = Above the Knee, 1 |
| `jewelry_material` | Jewelry material | StoreRouter enrichment | 3% | 16 | `jewelry_material__gold_plated` = Gold Plated, 21; `jewelry_material__stainless_steel` = Stainless Steel, 14; `jewelry_material__gold` = Gold, 6; `jewelry_material__metal` = Metal, 6; `jewelry_material__acrylic` = Acrylic, 3 |
| `shoe_heel_height` | Heel height | StoreRouter enrichment | 3% | 2 | `shoe_heel_height__flats` = Flats, 32; `shoe_heel_height__low_heel` = Low Heel, 4 |
| `sneaker_shoe_style_type` | Shoe Type (Silhouette/Style) | StoreRouter enrichment | 3% | 2 | `sneaker_shoe_style_type__low_top` = Low-Top, 33; `sneaker_shoe_style_type__high_top` = High-Top, 1 |
| `sneaker_style` | Sneaker style | StoreRouter enrichment | 3% | 3 | `sneaker_style__lifestyle` = Lifestyle, 34; `sneaker_style__fashion` = Fashion, 26; `sneaker_style__athletic` = Athletic, 8 |
| `dress_style` | Dress style | StoreRouter enrichment | 2% | 14 | `dress_style__bodycon` = Bodycon, 6; `dress_style__a_line` = A Line, 5; `dress_style__drop_waist` = Drop Waist, 5; `dress_style__tiered` = Tiered, 5; `dress_style__slip` = Slip, 3 |
| `genre` | Genre | StoreRouter enrichment | 2% | 18 | `genre__hobbies_interests` = Hobbies & interests, 14; `genre__arts` = Arts, 11; `genre__food_cooking` = Food & cooking, 7; `genre__self_help_personal_development` = Self-help & personal development, 7; `genre__mental_health` = Mental health, 5 |
| `tote_handle_type` | Tote handle type | StoreRouter enrichment | 2% | 3 | `tote_handle_type__dual` = Dual, 19; `tote_handle_type__long` = Long, 11; `tote_handle_type__short` = Short, 2 |
| `construction_detail` | Construction Detail | StoreRouter enrichment | 2% | 5 | `construction_detail__ruffled` = Ruffled, 10; `construction_detail__lace_trim` = Lace Trim, 8; `construction_detail__pleated` = Pleated, 7; `construction_detail__smocked` = Smocked, 3; `construction_detail__ruched` = Ruched, 2 |
| `product_form` | Product form | StoreRouter enrichment | 2% | 10 | `product_form__liquid` = Liquid, 10; `product_form__bar` = Bar, 6; `product_form__pads` = Pads, 6; `product_form__spray` = Spray, 4; `product_form__solid` = Solid, 3 |
| `shoe_features` | Shoe features | StoreRouter enrichment | 2% | 5 | `shoe_features__lightweight` = Lightweight, 12; `shoe_features__cushioned` = Cushioned, 9; `shoe_features__breathable_design` = Breathable Design, 6; `shoe_features__slip_resistant` = Slip Resistant, 4; `shoe_features__collapsible_heel` = Collapsible Heel, 3 |
| `denim_fabric` | Denim Fabric | StoreRouter enrichment | 2% | 3 | `denim_fabric__rigid` = Rigid, 15; `denim_fabric__colored` = Colored, 8; `denim_fabric__stretch` = Stretch, 7 |
| `language_version` | Language version | StoreRouter enrichment | 2% | 1 | `language_version__eng_english` = ENG- English, 26 |
| `denim_hem_style` | Denim Hem Style | StoreRouter enrichment | 2% | 2 | `denim_hem_style__regular` = Regular, 18; `denim_hem_style__frayed` = Frayed, 7 |
| `jewelry_type` | Jewelry type | StoreRouter enrichment | 2% | 1 | `jewelry_type__costume` = Costume, 23 |
| `season` | Season | StoreRouter enrichment | 2% | 3 | `season__cold_weather` = Cold Weather, 11; `season__warm_weather` = Warm Weather, 10; `season__all_season` = All-Season, 3 |
| `earring_design` | Earring design | StoreRouter enrichment | 2% | 5 | `earring_design__dangle` = Dangle, 11; `earring_design__stud` = Stud, 8; `earring_design__hoop` = Hoop, 4; `earring_design__drop` = Drop, 1; `earring_design__huggie` = Huggie, 1 |
| `occasion_style_dresses` | Dress occasion | StoreRouter enrichment | 2% | 1 | `occasion_style_dresses__casual` = Casual, 22 |
| `flat_shoe_style_type` | Shoe Type (Silhouette / Style) | StoreRouter enrichment | 2% | 4 | `flat_shoe_style_type__ballet` = Ballet, 12; `flat_shoe_style_type__mary_jane` = Mary Jane, 11; `flat_shoe_style_type__espadrille` = Espadrille, 1; `flat_shoe_style_type__mule` = Mule, 1 |
| `target_audience` | Target audience | StoreRouter enrichment | 2% | 4 | `target_audience__suitable_for_all_ages` = Suitable for all ages, 13; `target_audience__adults` = Adults, 8; `target_audience__kids` = Kids, 3; `target_audience__teens_young_adults` = Teens & young adults, 1 |
| `occasion_general` | Occasion | StoreRouter enrichment | 2% | 1 | `occasion_general__casual` = Casual, 18 |
| `scent` | Scent | StoreRouter enrichment | 1% | 13 | `scent__fruity` = Fruity, 9; `scent__citrus` = Citrus, 6; `scent__aquatic` = Aquatic, 5; `scent__fresh` = Fresh, 4; `scent__vanilla` = Vanilla, 4 |
| `category_path.depth_5` | Category at depth 5 | StoreRouter enrichment | 1% | 4 | `lounge bottoms` = Lounge Bottoms, 8; `lounge tops` = Lounge Tops, 4; `hair combs` = Hair Combs, 3; `slips` = Slips, 1 |
| `pants_leg_length` | Pants Leg Length | StoreRouter enrichment | 1% | 4 | `pants_leg_length__ankle` = Ankle, 7; `pants_leg_length__cropped` = Cropped, 7; `pants_leg_length__long` = Long, 1; `pants_leg_length__regular` = Regular, 1 |
| `skin_care_effect` | Skin care effect | StoreRouter enrichment | 1% | 33 | `skin_care_effect__hydrating` = Hydrating, 8; `skin_care_effect__brightening` = Brightening, 5; `skin_care_effect__protection` = Protection, 5; `skin_care_effect__moisturizing` = Moisturizing, 4; `skin_care_effect__refreshing` = Refreshing, 4 |
| `eyewear_frame_color` | Eyewear frame color | StoreRouter enrichment | 1% | 5 | `eyewear_frame_color__tortoiseshell` = Tortoiseshell, 6; `eyewear_frame_color__black` = Black, 4; `eyewear_frame_color__brown` = Brown, 2; `eyewear_frame_color__green` = Green, 2; `eyewear_frame_color__pink` = Pink, 1 |
| `eyewear_frame_design` | Eyewear frame design | StoreRouter enrichment | 1% | 4 | `eyewear_frame_design__round` = Round, 8; `eyewear_frame_design__oval` = Oval, 6; `eyewear_frame_design__rectangle` = Rectangle, 3; `eyewear_frame_design__cat_eye` = Cat Eye, 2 |
| `temple_color` | Temple color | StoreRouter enrichment | 1% | 6 | `temple_color__tortoiseshell` = Tortoiseshell, 6; `temple_color__black` = Black, 4; `temple_color__brown` = Brown, 2; `temple_color__green` = Green, 2; `temple_color__multicolor` = Multicolor, 1 |
| `lens_pattern` | Lens pattern | StoreRouter enrichment | 1% | 2 | `lens_pattern__solid` = Solid, 9; `lens_pattern__gradient` = Gradient, 4 |
| `openwork_detail` | Openwork Detail | StoreRouter enrichment | 1% | 4 | `openwork_detail__open_knit` = Open Knit, 8; `openwork_detail__eyelet` = Eyelet, 3; `openwork_detail__crochet` = Crochet, 1; `openwork_detail__cutouts` = Cutouts, 1 |
| `product_certifications_standards` | Product certifications & standards | StoreRouter enrichment | 1% | 13 | `product_certifications_standards__spf_protection` = SPF Protection, 6; `product_certifications_standards__organic` = Organic, 5; `product_certifications_standards__cruelty_free` = Cruelty Free, 2; `product_certifications_standards__reef_safe` = Reef Safe, 2; `product_certifications_standards__vegan` = Vegan, 2 |
| `shape` | Shape | StoreRouter enrichment | 1% | 7 | `shape__rectangular` = Rectangular, 6; `shape__heart` = Heart, 3; `shape__custom` = Custom, 1; `shape__flower` = Flower, 1; `shape__oval` = Oval, 1 |
| `stretch_level` | Stretch Level | StoreRouter enrichment | 1% | 2 | `stretch_level__none` = None, 11; `stretch_level__low` = Low, 2 |
| `tag_fastening` | Tag fastening | StoreRouter enrichment | 1% | 3 | `tag_fastening__buckles` = Buckles, 9; `tag_fastening__strap` = Strap, 8; `tag_fastening__loop` = Loop, 1 |
| `lens_color` | Lens color | StoreRouter enrichment | 1% | 5 | `lens_color__brown` = Brown, 4; `lens_color__black` = Black, 3; `lens_color__gray` = Gray, 3; `lens_color__orange` = Orange, 1; `lens_color__pink` = Pink, 1 |
| `attribute_facets.color` | Color | StoreRouter enrichment | <1% | 9 | `color__multicolor` = Multicolor, 6; `color__red` = Red, 5; `color__pink` = Pink, 3; `color__green` = Green, 2; `color__black` = Black, 1 |
| `insulation_level` | Insulation Level | StoreRouter enrichment | <1% | 4 | `insulation_level__lightweight` = Lightweight, 6; `insulation_level__heavyweight` = Heavyweight, 3; `insulation_level__midweight` = Midweight, 1; `insulation_level__thermal` = Thermal, 1 |
| `eyewear_frame_pattern` | Eyewear frame pattern | StoreRouter enrichment | <1% | 2 | `eyewear_frame_pattern__solid` = Solid, 9; `eyewear_frame_pattern__geometric` = Geometric, 1 |
| `skirt_style` | Skirt style | StoreRouter enrichment | <1% | 6 | `skirt_style__asymmetrical` = Asymmetrical, 4; `skirt_style__flared` = Flared, 2; `skirt_style__gathered` = Gathered, 2; `skirt_style__plisse` = Plisse, 2; `skirt_style__cargo` = Cargo, 1 |
| `bag_case_features` | Bag/Case features | StoreRouter enrichment | <1% | 2 | `bag_case_features__convertible` = Convertible, 8; `bag_case_features__waterproof` = Waterproof, 1 |
| `necklace_design` | Necklace design | StoreRouter enrichment | <1% | 3 | `necklace_design__chain` = Chain, 9; `necklace_design__pendant` = Pendant, 5; `necklace_design__statement` = Statement, 2 |
| `one_piece_style` | One-piece style | StoreRouter enrichment | <1% | 6 | `one_piece_style__overall` = Overall, 7; `one_piece_style__dungaree` = Dungaree, 3; `one_piece_style__jumpsuit` = Jumpsuit, 3; `one_piece_style__boiler_suit` = Boiler Suit, 1; `one_piece_style__coverall` = Coverall, 1 |
| `package_type` | Package type | StoreRouter enrichment | <1% | 7 | `package_type__bottle` = Bottle, 3; `package_type__jar` = Jar, 3; `package_type__pump_bottle` = Pump Bottle, 3; `package_type__dispenser` = Dispenser, 1; `package_type__plastic_bottle` = Plastic Bottle, 1 |
| `temple_pattern` | Temple pattern | StoreRouter enrichment | <1% | 1 | `temple_pattern__solid` = Solid, 9 |
| `activewear_unique_features` | Activewear Features | StoreRouter enrichment | <1% | 1 | `activewear_unique_features__hidden_pockets` = Hidden Pockets, 7 |
| `fragrance_family` | Fragrance Family | StoreRouter enrichment | <1% | 9 | `fragrance_family__fruity` = Fruity, 5; `fragrance_family__aquatic` = Aquatic, 3; `fragrance_family__citrus` = Citrus, 3; `fragrance_family__fresh` = Fresh, 3; `fragrance_family__floral` = Floral, 2 |
| `fragrance_notes` | Fragrance Notes | StoreRouter enrichment | <1% | 27 | `fragrance_notes__amber` = Amber, 3; `fragrance_notes__coconut` = Coconut, 2; `fragrance_notes__fresh` = Fresh, 2; `fragrance_notes__grapefruit` = Grapefruit, 2; `fragrance_notes__peach` = Peach, 2 |
| `lens_polarization` | Lens polarization | StoreRouter enrichment | <1% | 1 | `lens_polarization__polarized` = Polarized, 8 |
| `outerwear_length_type` | Outerwear Length | StoreRouter enrichment | <1% | 3 | `outerwear_length_type__hip` = Hip Length, 4; `outerwear_length_type__knee` = Knee Length, 2; `outerwear_length_type__cropped` = Cropped, 1 |
| `shorts_fit` | Shorts Fit | StoreRouter enrichment | <1% | 2 | `shorts_fit__relaxed` = Relaxed, 5; `shorts_fit__regular` = Regular, 3 |
| `application_area` | Application area | StoreRouter enrichment | <1% | 2 | `application_area__full_body` = Full Body, 3; `application_area__face` = Face, 2 |
| `book_cover_type` | Book cover type | StoreRouter enrichment | <1% | 2 | `book_cover_type__hardcover` = Hardcover, 3; `book_cover_type__other` = Other, 2 |
| `constitutive_ingredients` | Constitutive ingredients | StoreRouter enrichment | <1% | 7 | `constitutive_ingredients__aloe_vera` = Aloe Vera, 1; `constitutive_ingredients__collagen` = Collagen, 1; `constitutive_ingredients__eucalyptus` = Eucalyptus, 1; `constitutive_ingredients__ferulic_acid` = Ferulic Acid, 1; `constitutive_ingredients__grapeseed_oil` = Grapeseed Oil, 1 |
| `cosmetic_function` | Cosmetic function | StoreRouter enrichment | <1% | 6 | `cosmetic_function__cleansing` = Cleansing, 4; `cosmetic_function__exfoliating` = Exfoliating, 3; `cosmetic_function__anti_aging` = Anti Aging, 2; `cosmetic_function__hydrating` = Hydrating, 1; `cosmetic_function__hydration` = Hydration, 1 |
| `dispenser_type` | Dispenser type | StoreRouter enrichment | <1% | 3 | `dispenser_type__spray` = Spray, 3; `dispenser_type__bottle` = Bottle, 2; `dispenser_type__can` = Can, 1 |
| `fragrance_top_notes` | Top Notes | StoreRouter enrichment | <1% | 16 | `fragrance_top_notes__grapefruit` = Grapefruit, 2; `fragrance_top_notes__almond` = Almond, 1; `fragrance_top_notes__black_currant` = Black Currant, 1; `fragrance_top_notes__citrus` = Citrus, 1; `fragrance_top_notes__floral` = Floral, 1 |
| `ring_design` | Ring design | StoreRouter enrichment | <1% | 4 | `ring_design__band` = Band, 3; `ring_design__stackable` = Stackable, 2; `ring_design__charm` = Charm, 1; `ring_design__signet` = Signet, 1 |
| `slipper_style` | Slipper style | StoreRouter enrichment | <1% | 2 | `slipper_style__slipper_socks` = Slipper Socks, 4; `slipper_style__slide` = Slide, 1 |
| `suitable_for_skin_type` | Suitable for skin type | StoreRouter enrichment | <1% | 4 | `suitable_for_skin_type__dry` = Dry, 2; `suitable_for_skin_type__aging` = Aging, 1; `suitable_for_skin_type__all_skin_types` = All Skin Types, 1; `suitable_for_skin_type__universal` = Universal, 1 |
| `eyewear_frame_material` | Eyewear Frame Material | StoreRouter enrichment | <1% | 1 | `eyewear_frame_material__plastic` = Plastic, 4 |
| `fragrance_base_notes` | Base Notes | StoreRouter enrichment | <1% | 5 | `fragrance_base_notes__amber` = Amber, 2; `fragrance_base_notes__musk` = Musk, 1; `fragrance_base_notes__vanilla` = Vanilla, 1; `fragrance_base_notes__vetiver` = Vetiver, 1; `fragrance_base_notes__woody` = Woody, 1 |
| `skin_care_features` | Skin care features | StoreRouter enrichment | <1% | 1 | `skin_care_features__uva/uvb_protection` = Uva/Uvb Protection, 4 |
| `skin_care_mask_type` | Skin care mask type | StoreRouter enrichment | <1% | 2 | `skin_care_mask_type__sheet` = Sheet, 4; `skin_care_mask_type__sleeping` = Sleeping, 1 |
| `boot_shaft_height` | Boot Shaft Height | StoreRouter enrichment | <1% | 1 | `boot_shaft_height__ankle_low` = Ankle / Low, 2 |
| `boot_style` | Boot style | StoreRouter enrichment | <1% | 2 | `boot_style__biker_moto` = Biker / Moto, 1; `boot_style__classic_other` = Classic/Other, 1 |
| `fragrance_heart_notes` | Heart Notes | StoreRouter enrichment | <1% | 5 | `fragrance_heart_notes__black_currant` = Black Currant, 1; `fragrance_heart_notes__jasmine` = Jasmine, 1; `fragrance_heart_notes__mimosa` = Mimosa, 1; `fragrance_heart_notes__peach` = Peach, 1; `fragrance_heart_notes__rose` = Rose, 1 |
| `furniture_fixture_material` | Furniture/Fixture material | StoreRouter enrichment | <1% | 3 | `furniture_fixture_material__ceramic` = Ceramic, 1; `furniture_fixture_material__plastic` = Plastic, 1; `furniture_fixture_material__resin` = Resin, 1 |
| `handwear_type` | Handwear type | StoreRouter enrichment | <1% | 3 | `handwear_type__gloves` = Gloves, 2; `handwear_type__convertible_mittens` = Convertible Mittens, 1; `handwear_type__fingerless_gloves` = Fingerless Gloves, 1 |
| `headwear_features` | Headwear features | StoreRouter enrichment | <1% | 1 | `headwear_features__adjustable_fit` = Adjustable Fit, 3 |
| `lining_material_outerwear` | Lining Material | StoreRouter enrichment | <1% | 1 | `lining_material_outerwear__fully_lined` = Fully Lined, 2 |
| `media_access` | Media access | StoreRouter enrichment | <1% | 1 | `media_access__print` = Print, 2 |
| `media_theme` | Media theme | StoreRouter enrichment | <1% | 3 | `media_theme__hobby_crafts` = Hobby & crafts, 2; `media_theme__art_culture` = Art & culture, 1; `media_theme__lifestyle` = Lifestyle, 1 |
| `sandal_style` | Sandal style | StoreRouter enrichment | <1% | 2 | `sandal_style__slide` = Slide, 2; `sandal_style__slingback` = Slingback, 1 |
| `shaft_design` | Shaft Design | StoreRouter enrichment | <1% | 1 | `shaft_design__standard` = Standard, 2 |
| `size_group` | Size Type | StoreRouter enrichment | <1% | 1 | `size_group__regular` = Regular, 3 |
| `slit_style` | Slit Style | StoreRouter enrichment | <1% | 2 | `slit_style__side_slit` = Side Slit, 2; `slit_style__front_slit` = Front Slit, 1 |
| `wallet_features` | Wallet features | StoreRouter enrichment | <1% | 1 | `wallet_features__compact_design` = Compact Design, 2 |
| `activity_intensity` | Activity Intensity | StoreRouter enrichment | <1% | 1 | `activity_intensity__studio_low` = Low Impact / Studio, 1 |
| `activity_type` | Activity Type | StoreRouter enrichment | <1% | 1 | `activity_type__yoga_pilates` = Yoga / Pilates, 1 |
| `backpack_style` | Backpack Style | StoreRouter enrichment | <1% | 1 | `backpack_style__fashion` = Fashion, 1 |
| `bottle_container_closure` | Bottle/Container closure | StoreRouter enrichment | <1% | 1 | `bottle_container_closure__pump` = Pump, 1 |
| `bra_features` | Bra features | StoreRouter enrichment | <1% | 1 | `bra_features__adjustable_strap` = Adjustable Strap, 1 |
| `bra_strap_type` | Bra strap type | StoreRouter enrichment | <1% | 1 | `bra_strap_type__adjustable` = Adjustable, 1 |
| `bracelet_design` | Bracelet design | StoreRouter enrichment | <1% | 1 | `bracelet_design__chain` = Chain, 1 |
| `clutch_style` | Clutch Style | StoreRouter enrichment | <1% | 1 | `clutch_style__pouch` = Pouch, 1 |
| `cosmetic_finish` | Cosmetic finish | StoreRouter enrichment | <1% | 1 | `cosmetic_finish__glossy` = Glossy, 1 |
| `curler_type` | Curler type | StoreRouter enrichment | <1% | 1 | `curler_type__foam` = Foam, 1 |
| `false_nail_application_method` | False nail application method | StoreRouter enrichment | <1% | 1 | `false_nail_application_method__stick_on` = Stick-On, 1 |
| `flavor` | Flavor | StoreRouter enrichment | <1% | 2 | `flavor__caramel` = Caramel, 1; `flavor__vanilla` = Vanilla, 1 |
| `handwear_features` | Handwear features | StoreRouter enrichment | <1% | 1 | `handwear_features__enhanced_grip` = Enhanced Grip, 1 |
| `handwear_material` | Handwear material | StoreRouter enrichment | <1% | 1 | `handwear_material__wool` = Wool, 1 |
| `heel_shoe_style_type` | Shoe Type (Silhouette/Style) | StoreRouter enrichment | <1% | 2 | `heel_shoe_style_type__mule_heeled` = Mule, 1; `heel_shoe_style_type__sandal_heeled` = Heeled Sandal, 1 |
| `mounting_type` | Mounting type | StoreRouter enrichment | <1% | 1 | `mounting_type__wall` = Wall, 1 |
| `outerwear_unique_features` | Outerwear Features | StoreRouter enrichment | <1% | 2 | `outerwear_unique_features__belted` = Belted, 1; `outerwear_unique_features__hooded` = Hooded, 1 |
| `performance_features` | Performance Features | StoreRouter enrichment | <1% | 1 | `performance_features__breathable_design` = Breathable Design, 1 |
| `ring_size` | Ring size | StoreRouter enrichment | <1% | 1 | `ring_size__7` = 7, 1 |
| `scarf_shawl_style` | Scarf/Shawl style | StoreRouter enrichment | <1% | 1 | `scarf_shawl_style__regular` = Regular, 1 |
| `shoe_fit` | Shoe fit | StoreRouter enrichment | <1% | 1 | `shoe_fit__narrow` = Narrow, 1 |
| `shoe_heel_type` | Heel Type (Shape / Construction) | StoreRouter enrichment | <1% | 1 | `shoe_heel_type__kitten` = Kitten, 1 |
| `underwear_coverage_style` | Underwear coverage style | StoreRouter enrichment | <1% | 1 | `underwear_coverage_style__full` = Full Coverage, 1 |
| `brand_name` | Canonical brand name | Brand | 94% | 58 | `Baggu` = Baggu, 337; `ban.do` = ban.do, 173; `le bon shoppe` = le bon shoppe, 171; `Free People` = Free People, 74; `Vans` = Vans, 45 |