# Bluebella (bluebella.us) product data API

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

- Catalog key: `bluebella` (pass in `"catalogs"` to narrow a search to this store)
- Products: 553
- Snapshot: 2026-10-15T08:52:05Z (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/bluebella.us
- Get an API key: https://platform.storerouter.ai/auth/organization

## Questions

### What does Bluebella sell?

Almost entirely Apparel & Accessories: 100% of its 553 products. Clothing is the largest department with 472 products, followed by Jewelry (42) and Accessories (37). The most common Bluebella categories are Underwear & Sleepwear (343), Tops (53) and Belts & Suspenders (36).

### How are Bluebella 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 Bras (112 products). Every level is a search facet.

### What can I filter Bluebella products by?

65 searchable fields. Well-covered attributes include fabric (89% of products), sustainability features (42%) and opacity (31%). For fabric, the most common values are Polyester, Elastane (Spandex / Lycra) and Nylon / Polyamide; for sustainability features, the most common values are Recycled Materials, Eco-Friendly and Organic Materials.

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

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

### Can I get Bluebella 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 Bluebella 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 553 Bluebella products, with coverage counts refreshed about daily.

### Where does the data come from?

Straight from bluebella.us. 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

### Peyton Lace Boy Short Black

Presented in classic black, this low-rise, short-style panty features floral lace that flow around the entire silhouette, premium satin bonded edging, signature Bluebella gold hardware and a hypoallergenic bamboo gusset. This style is perfect for those looking for added coverage without compromising style. Pair with the matching bra for the full look.

Indexed response retrieved 2026-10-15T09:46:08.277Z. Price and availability may change.
Availability: In stock
Sizes: XXS, XS, S, M, L, XL, 2XL, 3XL

### Product details

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

```json
{
  "source": "indexed",
  "catalogKey": "bluebella",
  "product": {
    "title": "Peyton Lace Boy Short Black",
    "brand": {
      "name": "Bluebella"
    },
    "productUrl": "https://www.bluebella.us/products/peyton-lace-boy-short-black",
    "currentPrice": 34,
    "currency": "USD",
    "inStock": true,
    "description": "Presented in classic black, this low-rise, short-style panty features floral lace that flow around the entire silhouette, premium satin bonded edging, signature Bluebella gold hardware and a hypoallergenic bamboo gusset. This style is perfect for those looking for added coverage without compromising style. Pair with the matching bra for the full look.",
    "primaryImage": {
      "url": "https://cdn.shopify.com/s/files/1/1375/8523/files/42696_01.jpg?v=1756155655",
      "cdnUrl": "https://cdn.octogen.ai/6cefe797c9be9f0bc930b862a3248b47/a0d3368bda65f7d2713d864babba2b8a.webp?request_id=178c5445-f603-4d8e-8af5-789c77d463fc",
      "width": 2040,
      "height": 2550,
      "sizeBytes": 236758,
      "mimeType": "image/webp"
    },
    "details": {
      "materials": [
        "Lace: 88% Polyamide, 12% Elastane",
        "Gusset: 100% Viscose From Bamboo"
      ],
      "fit": [],
      "dimensions": null,
      "patterns": []
    }
  }
}
```

### Enrichment

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

```json
{
  "source": "indexed",
  "catalogKey": "bluebella",
  "product": {
    "enrichment": {
      "type": "boy shorts",
      "category_path": [
        "Apparel & Accessories",
        "Clothing",
        "Underwear & Sleepwear",
        "Underwear",
        "Boyshorts"
      ],
      "styles": [
        "feminine",
        "sensual",
        "lingerie"
      ],
      "attributes": {
        "Fabric": [
          "Bamboo",
          "Elastane (Spandex / Lycra)",
          "Nylon / Polyamide",
          "Satin",
          "Viscose"
        ],
        "Pattern": [
          "Floral",
          "Lace"
        ],
        "Waist rise": [
          "Low"
        ],
        "Underwear coverage style": [
          "Boyshort"
        ],
        "General Clothing Features": [
          "Hypoallergenic"
        ]
      },
      "attribute_handles": {
        "fabric": [
          "fabric__bamboo",
          "fabric__elastane",
          "fabric__nylon",
          "fabric__satin",
          "fabric__viscose"
        ],
        "pattern": [
          "pattern__floral",
          "pattern__lace"
        ],
        "waist_rise": [
          "waist_rise__low"
        ],
        "underwear_coverage_style": [
          "underwear_coverage_style__boyshort"
        ],
        "general_clothing_features": [
          "general_clothing_features__hypoallergenic"
        ]
      }
    }
  }
}
```

## 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": ["bluebella"],
    "q": "underwear & sleepwear",
    "limit": 5
  }'
```

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

- [Peyton Lace Boy Short Black](https://www.bluebella.us/products/peyton-lace-boy-short-black) — $34.00
- [Marisa Embroidered Sheer Panty Blue](https://www.bluebella.us/products/marisa-brief-ice-water-blue-sheer) — $44.00
- [Isabella Satin Cami and Short Set Navy](https://www.bluebella.us/products/isabella-satin-cami-and-short-set-navy) — $95.00
- [Lisa Stretch Lace Boy Short Pearl Pink](https://www.bluebella.us/products/lisa-embroidered-sheer-boy-short-pearl-pink) — $44.00
- [Marian Embroidered Panty Black](https://www.bluebella.us/products/marian-embroidered-brief-black) — $17.00

## Categories

| Category | Products |
| --- | --- |
| Underwear & Sleepwear | 343 |
| Tops | 53 |
| Belts & Suspenders | 36 |
| Sets & Co-ords | 36 |
| Swimwear | 32 |
| Other | 31 |
| Bracelets | 6 |
| Necklaces | 5 |
| Skirts | 4 |
| Pants | 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% | 14 | `black` = Black, 286; `red` = Red, 60; `white` = White, 47; `pink` = Pink, 42; `blue` = Blue, 35 |
| `color_family` | Color family | Merchant data | 100% | 10 | `Black` = Black, 286; `Red` = Red, 60; `Blue` = Blue, 58; `White` = White, 55; `Pink` = Pink, 42 |
| `is_activewear` | Activewear | Merchant data | 100% | 1 | `false` = False, 553 |
| `age_groups` | Age Group | StoreRouter enrichment | 100% | 1 | `adult` = Adult, 553 |
| `category_path.depth_0` | Category at depth 0 | StoreRouter enrichment | 100% | 1 | `apparel & accessories` = Apparel & Accessories, 553 |
| `category_path.depth_1` | Category at depth 1 | StoreRouter enrichment | 100% | 4 | `clothing` = Clothing, 472; `jewelry` = Jewelry, 42; `accessories` = Accessories, 37; `special occasion` = Special Occasion, 2 |
| `category_path.depth_2` | Category at depth 2 | StoreRouter enrichment | 100% | 13 | `underwear & sleepwear` = Underwear & Sleepwear, 343; `tops` = Tops, 53; `belts & suspenders` = Belts & Suspenders, 36; `sets & co-ords` = Sets & Co-ords, 36; `swimwear` = Swimwear, 32 |
| `gender` | Gender | StoreRouter enrichment | 100% | 1 | `female` = Female, 553 |
| `pattern` | Pattern | StoreRouter enrichment | 99% | 24 | `pattern__solid` = Solid, 245; `pattern__floral` = Floral, 242; `pattern__lace` = Lace, 221; `pattern__geometric` = Geometric, 33; `pattern__texture` = Texture, 31 |
| `category_path.depth_3` | Category at depth 3 | StoreRouter enrichment | 91% | 16 | `underwear` = Underwear, 162; `lingerie, intimates & shapewear` = Lingerie, Intimates & Shapewear, 121; `sleep & loungewear` = Sleep & Loungewear, 43; `bodysuits` = Bodysuits, 40; `suspenders` = Suspenders, 36 |
| `fabric` | Fabric | StoreRouter enrichment | 90% | 20 | `fabric__polyester` = Polyester, 376; `fabric__elastane` = Elastane (Spandex / Lycra), 371; `fabric__nylon` = Nylon / Polyamide, 337; `fabric__mesh` = Mesh, 298; `fabric__viscose` = Viscose, 170 |
| `category_path.depth_4` | Category at depth 4 | StoreRouter enrichment | 65% | 14 | `bras` = Bras, 112; `thongs` = Thongs, 88; `women's briefs` = Women's Briefs, 71; `nightdresses & gowns` = Nightdresses & Gowns, 18; `pajamas & sleep sets` = Pajamas & Sleep Sets, 14 |
| `general_clothing_features` | General Clothing Features | StoreRouter enrichment | 51% | 2 | `general_clothing_features__stretchable` = Stretchable, 265; `general_clothing_features__hypoallergenic` = Hypoallergenic, 23 |
| `sustainability_features` | Sustainability Features | StoreRouter enrichment | 43% | 4 | `sustainability_features__recycled_materials` = Recycled Materials, 230; `sustainability_features__eco_friendly` = Eco-Friendly, 22; `sustainability_features__organic_materials` = Organic Materials, 1; `sustainability_features__vegan` = Vegan, 1 |
| `opacity_level` | Opacity | StoreRouter enrichment | 32% | 3 | `opacity_level__sheer` = Sheer, 136; `opacity_level__semi_sheer` = Semi-Sheer, 32; `opacity_level__opaque` = Opaque, 9 |
| `underwear_coverage_style` | Underwear coverage style | StoreRouter enrichment | 25% | 8 | `underwear_coverage_style__thong` = Thong, 103; `underwear_coverage_style__g_string` = G-String, 38; `underwear_coverage_style__brief` = Brief, 15; `underwear_coverage_style__high_rise` = High Rise, 12; `underwear_coverage_style__full` = Full Coverage, 11 |
| `bra_style` | Bra style | StoreRouter enrichment | 18% | 13 | `bra_style__underwire` = Underwire, 64; `bra_style__plunge` = Plunge, 18; `bra_style__longline` = Longline, 17; `bra_style__wireless` = Wireless, 15; `bra_style__bralette` = Bralette, 13 |
| `sleeve_length_type` | Sleeve length type | StoreRouter enrichment | 18% | 2 | `sleeve_length_type__sleeveless` = Sleeveless, 95; `sleeve_length_type__long` = Long, 3 |
| `neckline` | Neckline | StoreRouter enrichment | 17% | 11 | `neckline__spaghetti_strap` = Spaghetti Strap, 44; `neckline__plunging` = Plunging, 42; `neckline__v_neck` = V Neck, 20; `neckline__halter` = Halter, 9; `neckline__sweetheart` = Sweetheart, 8 |
| `bra_features` | Bra features | StoreRouter enrichment | 17% | 4 | `bra_features__underwire_support` = Underwire Support, 66; `bra_features__adjustable_strap` = Adjustable Strap, 47; `bra_features__removable_padding` = Removable Padding, 3; `bra_features__breathable_design` = Breathable Design, 2 |
| `bra_coverage_style` | Bra coverage style | StoreRouter enrichment | 12% | 6 | `bra_coverage_style__minimal` = Minimal, 35; `bra_coverage_style__plunge` = Plunge, 19; `bra_coverage_style__demi` = Demi, 11; `bra_coverage_style__balconette` = Balconette, 6; `bra_coverage_style__high_neck` = High Neck, 2 |
| `top_length_type` | Top length type | StoreRouter enrichment | 9% | 2 | `top_length_type__extended_bodysuit` = Extended / Bodysuit, 42; `top_length_type__cropped` = Cropped, 6 |
| `bra_strap_type` | Bra strap type | StoreRouter enrichment | 8% | 2 | `bra_strap_type__adjustable` = Adjustable, 45; `bra_strap_type__cross_back` = Cross Back, 2 |
| `fabric_weight` | Fabric Weight | StoreRouter enrichment | 7% | 2 | `fabric_weight__sheer` = Sheer, 37; `fabric_weight__lightweight` = Lightweight, 8 |
| `embellishments` | Embellishments | StoreRouter enrichment | 7% | 7 | `embellishments__embroidery` = Embroidery, 28; `embellishments__rhinestones_crystals` = Rhinestones / Crystals, 6; `embellishments__beading` = Beading, 4; `embellishments__bow` = Bow, 3; `embellishments__applique` = Appliqué, 2 |
| `jewelry_material` | Jewelry material | StoreRouter enrichment | 6% | 20 | `jewelry_material__metal` = Metal, 19; `jewelry_material__polyester` = Polyester, 11; `jewelry_material__fabric` = Fabric, 9; `jewelry_material__iron` = Iron, 7; `jewelry_material__satin` = Satin, 7 |
| `season` | Season | StoreRouter enrichment | 6% | 1 | `season__warm_weather` = Warm Weather, 32 |
| `bra_closure_type` | Bra closure type | StoreRouter enrichment | 5% | 2 | `bra_closure_type__back` = Back, 27; `bra_closure_type__pull-on-no-closure` = Pull-on (no Closure), 1 |
| `fit_top` | Fit (Tops) | StoreRouter enrichment | 5% | 3 | `fit_top__fitted` = Fitted, 26; `fit_top__flowy` = Flowy, 2; `fit_top__relaxed` = Relaxed, 1 |
| `openwork_detail` | Openwork Detail | StoreRouter enrichment | 5% | 2 | `openwork_detail__cutouts` = Cutouts, 20; `openwork_detail__fishnet` = Fishnet, 5 |
| `bottoms_closure` | Bottoms Closure | StoreRouter enrichment | 4% | 1 | `bottoms_closure__pull_on` = Pull-On, 23 |
| `construction_detail` | Construction Detail | StoreRouter enrichment | 4% | 4 | `construction_detail__lace_trim` = Lace Trim, 14; `construction_detail__draped` = Draped, 4; `construction_detail__ruffled` = Ruffled, 4; `construction_detail__ruched` = Ruched, 1 |
| `skirt_dress_length_type` | Skirt/Dress length type | StoreRouter enrichment | 4% | 3 | `skirt_dress_length_type__mini` = Mini, 14; `skirt_dress_length_type__maxi` = Maxi, 7; `skirt_dress_length_type__midi` = Midi, 1 |
| `graphic_type` | Graphic Type | StoreRouter enrichment | 3% | 1 | `graphic_type__solid_no_print` = Solid / No Print, 18 |
| `nightgown_style` | Nightgown style | StoreRouter enrichment | 3% | 2 | `nightgown_style__chemise` = Chemise, 18; `nightgown_style__babydoll` = Babydoll, 1 |
| `jewelry_type` | Jewelry type | StoreRouter enrichment | 2% | 2 | `jewelry_type__costume` = Costume, 12; `jewelry_type__imitation_jewelry` = Imitation Jewelry, 1 |
| `surface_finish` | Surface Finish | StoreRouter enrichment | 2% | 2 | `surface_finish__glossy` = Glossy, 9; `surface_finish__metallic` = Metallic, 5 |
| `waist_rise` | Waist rise | StoreRouter enrichment | 2% | 3 | `waist_rise__high` = High, 9; `waist_rise__low` = Low, 2; `waist_rise__mid` = Mid, 1 |
| `category_path.depth_5` | Category at depth 5 | StoreRouter enrichment | 2% | 5 | `waist cinchers` = Waist Cinchers, 7; `full body shapers` = Full Body Shapers, 1; `lounge bottoms` = Lounge Bottoms, 1; `lounge tops` = Lounge Tops, 1; `thigh slimmers` = Thigh Slimmers, 1 |
| `swimwear_unique_features` | Swimwear Features | StoreRouter enrichment | 2% | 2 | `swimwear_unique_features__adjustable_strap` = Adjustable Strap, 10; `swimwear_unique_features__removable_padding` = Removable Padding, 1 |
| `swim_bottom_coverage_style` | Swim bottom coverage style | StoreRouter enrichment | 2% | 3 | `swim_bottom_coverage_style__cheeky` = Cheeky, 5; `swim_bottom_coverage_style__classic` = Classic, 4; `swim_bottom_coverage_style__high_waisted` = High-Waisted, 1 |
| `body_jewelry_type` | Body jewelry type | StoreRouter enrichment | 1% | 1 | `body_jewelry_type__body_chain` = Body Chain, 7 |
| `front_closure_type` | Front Closure | StoreRouter enrichment | 1% | 2 | `front_closure_type__none` = None, 5; `front_closure_type__buttons` = Buttons, 2 |
| `intimates_unique_features` | Intimates Features | StoreRouter enrichment | 1% | 1 | `intimates_unique_features__seamless` = Seamless, 7 |
| `bracelet_design` | Bracelet design | StoreRouter enrichment | 1% | 3 | `bracelet_design__chain` = Chain, 6; `bracelet_design__cuff` = Cuff, 6; `bracelet_design__beaded` = Beaded, 1 |
| `swim_top_coverage_style` | Swim top coverage style | StoreRouter enrichment | 1% | 1 | `swim_top_coverage_style__triangle` = Triangle, 6 |
| `necklace_design` | Necklace design | StoreRouter enrichment | <1% | 3 | `necklace_design__choker` = Choker, 5; `necklace_design__beaded` = Beaded, 1; `necklace_design__chain` = Chain, 1 |
| `collar_style` | Collar Style | StoreRouter enrichment | <1% | 1 | `collar_style__collarless` = Collarless, 4 |
| `bra_support_level` | Bra support level | StoreRouter enrichment | <1% | 2 | `bra_support_level__low` = Low, 3; `bra_support_level__light` = Light, 1 |
| `front_closure_length` | Front Closure Length | StoreRouter enrichment | <1% | 1 | `front_closure_length__none` = None, 3 |
| `material` | Material | StoreRouter enrichment | <1% | 5 | `material__elastane` = Elastane (Spandex / Lycra), 2; `material__polyester` = Polyester, 2; `material__satin` = Satin, 2; `material__metal` = Metal, 1; `material__nylon` = Nylon, 1 |
| `pants_leg_shape` | Leg Shape | StoreRouter enrichment | <1% | 2 | `pants_leg_shape__flare` = Flare, 2; `pants_leg_shape__wide_leg` = Wide Leg, 1 |
| `pants_length_type` | Pants length type | StoreRouter enrichment | <1% | 2 | `pants_length_type__ankle` = Ankle Length, 2; `pants_length_type__footed` = Footed, 1 |
| `activewear_unique_features` | Activewear Features | StoreRouter enrichment | <1% | 1 | `activewear_unique_features__seamless` = Seamless, 1 |
| `compression_level` | Compression level | StoreRouter enrichment | <1% | 1 | `compression_level__none` = None, 1 |
| `dress_style` | Dress style | StoreRouter enrichment | <1% | 1 | `dress_style__backless` = Backless, 1 |
| `fit_bottoms` | Fit | StoreRouter enrichment | <1% | 1 | `fit_bottoms__wide_leg_volume_fit` = Wide-Leg Volume Fit, 1 |
| `insulation_level` | Insulation Level | StoreRouter enrichment | <1% | 1 | `insulation_level__lightweight` = Lightweight, 1 |
| `one_piece_style` | One-piece style | StoreRouter enrichment | <1% | 1 | `one_piece_style__bodysuit` = Bodysuit, 1 |
| `placket_type` | Front Opening | StoreRouter enrichment | <1% | 1 | `placket_type__exposed` = Visible Buttons, 1 |
| `skirt_style` | Skirt style | StoreRouter enrichment | <1% | 1 | `skirt_style__pencil` = Pencil, 1 |
| `sleeve_style` | Sleeve Style | StoreRouter enrichment | <1% | 1 | `sleeve_style__bell` = Bell, 1 |
| `slit_style` | Slit Style | StoreRouter enrichment | <1% | 1 | `slit_style__back_slit` = Back Slit, 1 |
| `suspender_style` | Suspender style | StoreRouter enrichment | <1% | 1 | `suspender_style__clip-on` = Clip-On, 1 |
| `brand_name` | Canonical brand name | Brand | 100% | 1 | `Bluebella` = Bluebella, 553 |