# Bibhu (bibhu.com) product data API

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

- Catalog key: `bibhu` (pass in `"catalogs"` to narrow a search to this store)
- Products: 743
- Snapshot: 2026-10-19T17:31:30Z (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/bibhu
- Get an API key: https://platform.storerouter.ai/auth/organization

## Questions

### What does Bibhu sell?

Almost entirely Apparel & Accessories: 100% of its 743 products. Clothing is the largest department with 733 products, followed by Accessories (10). The most common Bibhu categories are Dresses (401), Tops (128) and Skirts (114).

### How are Bibhu products categorized?

Into a shared taxonomy 5 levels deep. The first level separates Apparel & Accessories; the second separates departments such as Clothing; 4 levels down, categories are as specific as Shirts & Blouses (103 products). Every level is a search facet.

### What can I filter Bibhu products by?

63 searchable fields. Well-covered attributes include fabric (99% of products), sleeve length type (70%) and skirt/dress length type (63%). For fabric, the most common values are Polyester, Viscose and Nylon / Polyamide; for sleeve length type, the most common values are Sleeveless, Long and Short.

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

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

### Can I get Bibhu 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 Bibhu 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 743 Bibhu products, with coverage counts refreshed about daily.

### Where does the data come from?

Straight from bibhu.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

### Laser Cut B Mirror and Raffia Embroidered Dress

Hand embroidered laser cut mirror and raffia stars at bodice against Italian satin. Draped cascade details and slit at skirt. Sunburst pleated wing sleeves. Hidden zipper at back. Fashion upfront. • Preciosa Czech crystal hand embroidery• 80% rayon, 20% silk• The model is wearing size 2• Center back invisible zipper• Sunburst pleated sleeves with wings• Delivery: 6 weeks• Spot clean only• Made in USA• Returns and exchange policy

Indexed response retrieved 2026-10-20T01:50:31.655Z. Price and availability may change.
Availability: In stock
Sizes: 0, 2, 4, 6, 8, 10, 12, 14, 16

### Product details

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

```json
{
  "source": "indexed",
  "catalogKey": "bibhu",
  "product": {
    "title": "Laser Cut B Mirror and Raffia Embroidered Dress",
    "brand": null,
    "productUrl": "https://bibhu.com/products/laser-cut-b-mirror-and-raffia-embroidered-dress",
    "currentPrice": 4900,
    "currency": "USD",
    "inStock": true,
    "description": "Hand embroidered laser cut mirror and raffia stars at bodice against Italian satin. Draped cascade details and slit at skirt. Sunburst pleated wing sleeves. Hidden zipper at back. Fashion upfront. • Preciosa Czech crystal hand embroidery• 80% rayon, 20% silk• The model is wearing size 2• Center back invisible zipper• Sunburst pleated sleeves with wings• Delivery: 6 weeks• Spot clean only• Made in USA• Returns and exchange policy  ",
    "primaryImage": {
      "url": "https://cdn.shopify.com/s/files/1/0050/4371/6163/products/IMG_9635.jpg?v=1691699906",
      "cdnUrl": "https://cdn.octogen.ai/6005d92213fa9cfbe8ef64b00829a066/f1a39ed135493c85914beb7cb154cda4.webp?request_id=cfd75e14-9aee-4e05-814e-b1b60bcc9ce7",
      "width": 2500,
      "height": 3749,
      "sizeBytes": 940302,
      "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": "bibhu",
  "product": {
    "enrichment": {
      "type": "cocktail dress",
      "category_path": [
        "Apparel & Accessories",
        "Clothing",
        "Dresses"
      ],
      "styles": [
        "avant-garde",
        "formal",
        "glamorous",
        "couture"
      ],
      "attributes": {
        "Fabric": [
          "Rayon",
          "Satin",
          "Silk"
        ],
        "Pattern": [
          "Stars"
        ],
        "Slit Style": [
          "Side Slit"
        ],
        "Dress style": [
          "Gown"
        ],
        "Sleeve Style": [
          "Dolman / Batwing"
        ],
        "Dress occasion": [
          "Cocktail",
          "Evening"
        ],
        "Embellishments": [
          "Embroidery",
          "Rhinestones / Crystals"
        ],
        "Openwork Detail": [
          "Cutouts"
        ],
        "Sleeve length type": [
          "Long"
        ],
        "Construction Detail": [
          "Draped",
          "Pleated"
        ],
        "Skirt/Dress length type": [
          "Maxi"
        ]
      },
      "attribute_handles": {
        "fabric": [
          "fabric__rayon",
          "fabric__satin",
          "fabric__silk"
        ],
        "pattern": [
          "pattern__stars"
        ],
        "slit_style": [
          "slit_style__side_slit"
        ],
        "dress_style": [
          "dress_style__gown"
        ],
        "sleeve_style": [
          "sleeve_style__dolman"
        ],
        "embellishments": [
          "embellishments__embroidery",
          "embellishments__rhinestones_crystals"
        ],
        "openwork_detail": [
          "openwork_detail__cutouts"
        ],
        "sleeve_length_type": [
          "sleeve_length_type__long"
        ],
        "construction_detail": [
          "construction_detail__draped",
          "construction_detail__pleated"
        ],
        "occasion_style_dresses": [
          "occasion_style_dresses__cocktail",
          "occasion_style_dresses__evening"
        ],
        "skirt_dress_length_type": [
          "skirt_dress_length_type__maxi"
        ]
      }
    }
  }
}
```

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

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

- [Laser Cut B Mirror and Raffia Embroidered Dress](https://bibhu.com/products/laser-cut-b-mirror-and-raffia-embroidered-dress) — $4,900.00
- [Crystal Paisley Embroidered Crepe Dress with Split Sleeves](https://bibhu.com/products/crystal-paisley-embroidered-crepe-dress-with-split-sleeves) — $2,500.00
- [Laser Cut B Mirror and Raffia Embroidered Tulle Dress with Asymmetric Hem](https://bibhu.com/products/laser-cut-b-mirror-and-raffia-embroidered-tulle-dress-with-asymmetric-hem) — $4,900.00
- [B-Mirror and Raffia Embroidered Gown with Draped Sleeves](https://bibhu.com/products/b-mirror-and-raffia-embroidered-gown-with-draped-sleeves) — $5,100.00
- [Silk Organza and Gabardine Dress with Lace Applique](https://bibhu.com/products/silk-organza-and-gabardine-dress-with-lace-applique) — $2,700.00

## Prices

Median price $3,680 across 743 priced products. Current prices, assumed USD.

| Price range | Products |
| --- | --- |
| Under $1,000 | 6 |
| $1,000–$2,250 | 167 |
| $2,250–$3,500 | 192 |
| $3,500–$4,750 | 123 |
| $4,750–$6,000 | 81 |
| $6,000–$7,250 | 60 |
| $7,250–$8,500 | 35 |
| $8,500–$9,750 | 34 |
| $9,750 and up | 45 |

## Categories

| Category | Products |
| --- | --- |
| Dresses | 401 |
| Tops | 128 |
| Skirts | 114 |
| Jackets & Coats | 58 |
| Pants | 27 |
| Eyewear | 5 |
| Scarves | 5 |
| Shorts | 3 |
| Suits | 2 |

## Searchable fields

Use `name` and a `value` as a facet: `{"name": "<name>", "values": ["<value>"]}`.

| name | Field | Source | Coverage | Distinct values | Top values (`value` = label, products) |
| --- | --- | --- | --- | --- | --- |
| `is_activewear` | Activewear | Merchant data | 100% | 2 | `false` = False, 742; `true` = True, 1 |
| `color` | Product color | Merchant data | 97% | 51 | `black` = Black, 505; `pink` = Pink, 132; `beige` = Beige, 125; `ivory` = Ivory, 120; `white` = White, 65 |
| `color_family` | Color family | Merchant data | 97% | 12 | `Black` = Black, 505; `White` = White, 189; `Brown` = Brown, 155; `Pink` = Pink, 154; `Blue` = Blue, 114 |
| `age_groups` | Age Group | StoreRouter enrichment | 100% | 1 | `adult` = Adult, 743 |
| `category_path.depth_0` | Category at depth 0 | StoreRouter enrichment | 100% | 1 | `apparel & accessories` = Apparel & Accessories, 743 |
| `category_path.depth_1` | Category at depth 1 | StoreRouter enrichment | 100% | 2 | `clothing` = Clothing, 733; `accessories` = Accessories, 10 |
| `category_path.depth_2` | Category at depth 2 | StoreRouter enrichment | 100% | 9 | `dresses` = Dresses, 401; `tops` = Tops, 128; `skirts` = Skirts, 114; `jackets & coats` = Jackets & Coats, 58; `pants` = Pants, 27 |
| `gender` | Gender | StoreRouter enrichment | 100% | 2 | `female` = Female, 733; `unisex` = Unisex, 10 |
| `pattern` | Pattern | StoreRouter enrichment | 100% | 28 | `pattern__solid` = Solid, 346; `pattern__floral` = Floral, 183; `pattern__lace` = Lace, 130; `pattern__texture` = Texture, 58; `pattern__geometric` = Geometric, 50 |
| `fabric` | Fabric | StoreRouter enrichment | 99% | 32 | `fabric__polyester` = Polyester, 640; `fabric__viscose` = Viscose, 535; `fabric__nylon` = Nylon / Polyamide, 176; `fabric__tulle` = Tulle, 134; `fabric__cotton` = Cotton, 106 |
| `sleeve_length_type` | Sleeve length type | StoreRouter enrichment | 70% | 4 | `sleeve_length_type__sleeveless` = Sleeveless, 250; `sleeve_length_type__long` = Long, 206; `sleeve_length_type__short` = Short, 64; `sleeve_length_type__3/4` = 3/4, 3 |
| `skirt_dress_length_type` | Skirt/Dress length type | StoreRouter enrichment | 64% | 4 | `skirt_dress_length_type__maxi` = Maxi, 289; `skirt_dress_length_type__midi` = Midi, 152; `skirt_dress_length_type__mini` = Mini, 30; `skirt_dress_length_type__knee` = Knee, 6 |
| `neckline` | Neckline | StoreRouter enrichment | 56% | 23 | `neckline__mock` = Mock Neck, 97; `neckline__round` = Round, 73; `neckline__v_neck` = V Neck, 47; `neckline__strapless` = Strapless, 45; `neckline__collared` = Collared, 41 |
| `dress_style` | Dress style | StoreRouter enrichment | 51% | 24 | `dress_style__gown` = Gown, 219; `dress_style__asymmetrical` = Asymmetrical, 53; `dress_style__sheath` = Sheath, 48; `dress_style__bodycon` = Bodycon, 23; `dress_style__flared` = Flared, 23 |
| `embellishments` | Embellishments | StoreRouter enrichment | 51% | 11 | `embellishments__embroidery` = Embroidery, 264; `embellishments__rhinestones_crystals` = Rhinestones / Crystals, 93; `embellishments__applique` = Appliqué, 54; `embellishments__beading` = Beading, 42; `embellishments__contrast_piping` = Contrast Trim / Piping, 38 |
| `occasion_style_dresses` | Dress occasion | StoreRouter enrichment | 47% | 5 | `occasion_style_dresses__evening` = Evening, 227; `occasion_style_dresses__black_tie` = Black Tie, 158; `occasion_style_dresses__cocktail` = Cocktail, 120; `occasion_style_dresses__casual` = Casual, 18; `occasion_style_dresses__work` = Work, 7 |
| `construction_detail` | Construction Detail | StoreRouter enrichment | 38% | 5 | `construction_detail__draped` = Draped, 139; `construction_detail__pleated` = Pleated, 117; `construction_detail__lace_trim` = Lace Trim, 60; `construction_detail__ruffled` = Ruffled, 6; `construction_detail__ruched` = Ruched, 4 |
| `opacity_level` | Opacity | StoreRouter enrichment | 32% | 3 | `opacity_level__sheer` = Sheer, 151; `opacity_level__opaque` = Opaque, 57; `opacity_level__semi_sheer` = Semi-Sheer, 29 |
| `category_path.depth_3` | Category at depth 3 | StoreRouter enrichment | 31% | 18 | `shirts & blouses` = Shirts & Blouses, 103; `jackets` = Jackets, 37; `coats` = Coats, 19; `trousers` = Trousers, 19; `tank tops & sleeveless` = Tank Tops & Sleeveless, 11 |
| `graphic_type` | Graphic Type | StoreRouter enrichment | 29% | 2 | `graphic_type__solid_no_print` = Solid / No Print, 214; `graphic_type__photo_art` = Photo Print / Art, 4 |
| `sleeve_style` | Sleeve Style | StoreRouter enrichment | 24% | 16 | `sleeve_style__cape` = Cape, 40; `sleeve_style__balloon` = Balloon, 29; `sleeve_style__set_in` = Set-In, 26; `sleeve_style__cap` = Cap, 19; `sleeve_style__puff` = Puff, 18 |
| `front_closure_type` | Front Closure | StoreRouter enrichment | 18% | 7 | `front_closure_type__none` = None, 69; `front_closure_type__buttons` = Buttons, 35; `front_closure_type__zipper` = Zipper, 15; `front_closure_type__hook_and_eye` = Hook-and-Eye, 12; `front_closure_type__snaps` = Snaps, 2 |
| `collar_style` | Collar Style | StoreRouter enrichment | 16% | 7 | `collar_style__collarless` = Collarless, 75; `collar_style__stand_funnel` = Stand / Funnel, 14; `collar_style__notched_lapel` = Notched Lapel, 13; `collar_style__peaked_lapel` = Peaked Lapel, 9; `collar_style__point` = Point, 3 |
| `surface_finish` | Surface Finish | StoreRouter enrichment | 15% | 3 | `surface_finish__metallic` = Metallic, 75; `surface_finish__glossy` = Glossy, 33; `surface_finish__matte` = Matte, 6 |
| `skirt_style` | Skirt style | StoreRouter enrichment | 13% | 14 | `skirt_style__asymmetrical` = Asymmetrical, 33; `skirt_style__pencil` = Pencil, 24; `skirt_style__flared` = Flared, 20; `skirt_style__layered` = Layered, 12; `skirt_style__plisse` = Plisse, 9 |
| `fit_top` | Fit (Tops) | StoreRouter enrichment | 11% | 6 | `fit_top__tailored` = Tailored, 35; `fit_top__fitted` = Fitted, 23; `fit_top__flowy` = Flowy, 19; `fit_top__relaxed` = Relaxed, 11; `fit_top__boxy` = Boxy, 7 |
| `front_closure_length` | Front Closure Length | StoreRouter enrichment | 11% | 3 | `front_closure_length__none` = None, 59; `front_closure_length__full` = Full, 20; `front_closure_length__three_quarter` = 3/4, 1 |
| `category_path.depth_4` | Category at depth 4 | StoreRouter enrichment | 9% | 14 | `blazers` = Blazers, 17; `overcoats` = Overcoats, 13; `bolero jackets` = Bolero Jackets, 9; `bustier & corset tops` = Bustier & Corset Tops, 8; `casual jackets` = Casual Jackets, 6 |
| `sustainability_features` | Sustainability Features | StoreRouter enrichment | 9% | 4 | `sustainability_features__recycled_materials` = Recycled Materials, 34; `sustainability_features__vegan` = Vegan, 29; `sustainability_features__eco_friendly` = Eco-Friendly, 2; `sustainability_features__organic_materials` = Organic Materials, 1 |
| `fabric_weight` | Fabric Weight | StoreRouter enrichment | 8% | 2 | `fabric_weight__sheer` = Sheer, 54; `fabric_weight__lightweight` = Lightweight, 13 |
| `outerwear_length_type` | Outerwear Length | StoreRouter enrichment | 5% | 5 | `outerwear_length_type__hip` = Hip Length, 14; `outerwear_length_type__cropped` = Cropped, 13; `outerwear_length_type__knee` = Knee Length, 6; `outerwear_length_type__maxi` = Maxi, 5; `outerwear_length_type__mid_thigh` = Mid-Thigh, 1 |
| `occasion_general` | Occasion | StoreRouter enrichment | 5% | 3 | `occasion_general__formal` = Formal, 34; `occasion_general__work` = Work, 4; `occasion_general__casual` = Casual, 3 |
| `placket_type` | Front Opening | StoreRouter enrichment | 5% | 3 | `placket_type__exposed` = Visible Buttons, 31; `placket_type__fly_front` = Covered Zip, 2; `placket_type__snap` = Snap Closure, 1 |
| `slit_style` | Slit Style | StoreRouter enrichment | 4% | 4 | `slit_style__side_slit` = Side Slit, 15; `slit_style__high_slit` = High Slit, 9; `slit_style__front_slit` = Front Slit, 8; `slit_style__back_slit` = Back Slit, 3 |
| `top_length_type` | Top length type | StoreRouter enrichment | 4% | 5 | `top_length_type__cropped` = Cropped, 15; `top_length_type__tunic_length` = Tunic Length, 8; `top_length_type__waist_length` = Waist Length, 8; `top_length_type__extended_bodysuit` = Extended / Bodysuit, 1; `top_length_type__hip_length` = Hip Length, 1 |
| `openwork_detail` | Openwork Detail | StoreRouter enrichment | 4% | 2 | `openwork_detail__cutouts` = Cutouts, 25; `openwork_detail__eyelet` = Eyelet, 1 |
| `outerwear_unique_features` | Outerwear Features | StoreRouter enrichment | 3% | 2 | `outerwear_unique_features__double_breasted` = Double Breasted, 23; `outerwear_unique_features__belted` = Belted, 2 |
| `pants_leg_shape` | Leg Shape | StoreRouter enrichment | 3% | 7 | `pants_leg_shape__wide_leg` = Wide Leg, 14; `pants_leg_shape__straight` = Straight, 5; `pants_leg_shape__cuffed` = Cuffed, 3; `pants_leg_shape__tapered` = Tapered, 3; `pants_leg_shape__flare` = Flare, 1 |
| `fit_bottoms` | Fit | StoreRouter enrichment | 3% | 5 | `fit_bottoms__wide_leg_volume_fit` = Wide-Leg Volume Fit, 11; `fit_bottoms__relaxed_boyfriend_fit` = Relaxed / Boyfriend Fit, 5; `fit_bottoms__straight_through_fit` = Straight-Through Fit, 4; `fit_bottoms__tailored_slim_fit` = Tailored Slim Fit, 2; `fit_bottoms__loose_slouchy_fit` = Loose / Slouchy Fit, 1 |
| `denim_wash` | Denim Wash | StoreRouter enrichment | 2% | 3 | `denim_wash__dark` = Dark, 14; `denim_wash__white` = White / Ecru, 2; `denim_wash__black` = Black, 1 |
| `lining_material_outerwear` | Lining Material | StoreRouter enrichment | 2% | 2 | `lining_material_outerwear__polyester` = Polyester, 16; `lining_material_outerwear__fully_lined` = Fully Lined, 1 |
| `denim_wash_effects` | Denim Finish Effects | StoreRouter enrichment | 2% | 3 | `denim_wash_effects__clean_none` = Clean / None, 12; `denim_wash_effects__raw` = Raw, 3; `denim_wash_effects__waxed_sheen` = Waxed / Sheen, 1 |
| `general_clothing_features` | General Clothing Features | StoreRouter enrichment | 1% | 2 | `general_clothing_features__stretchable` = Stretchable, 8; `general_clothing_features__reversible` = Reversible, 1 |
| `season` | Season | StoreRouter enrichment | <1% | 1 | `season__cold_weather` = Cold Weather, 7 |
| `bottoms_closure` | Bottoms Closure | StoreRouter enrichment | <1% | 2 | `bottoms_closure__side_zip` = Side Zip, 6; `bottoms_closure__hook_bar` = Hook & Bar, 3 |
| `top_hem_shape` | Top Hem Shape | StoreRouter enrichment | <1% | 3 | `top_hem_shape__asymmetric` = Asymmetric, 5; `top_hem_shape__handkerchief` = Handkerchief, 1; `top_hem_shape__high_low` = High-Low, 1 |
| `waist_rise` | Waist rise | StoreRouter enrichment | <1% | 1 | `waist_rise__high` = High, 6 |
| `eyewear_frame_color` | Eyewear frame color | StoreRouter enrichment | <1% | 5 | `eyewear_frame_color__black` = Black, 4; `eyewear_frame_color__clear` = Clear, 1; `eyewear_frame_color__multicolor` = Multicolor, 1; `eyewear_frame_color__rose_gold` = Rose Gold, 1; `eyewear_frame_color__silver` = Silver, 1 |
| `eyewear_frame_design` | Eyewear frame design | StoreRouter enrichment | <1% | 3 | `eyewear_frame_design__cat_eye` = Cat Eye, 2; `eyewear_frame_design__wrap` = Wrap, 2; `eyewear_frame_design__rectangle` = Rectangle, 1 |
| `eyewear_frame_material` | Eyewear Frame Material | StoreRouter enrichment | <1% | 2 | `eyewear_frame_material__stainless_steel` = Stainless Steel, 5; `eyewear_frame_material__acetate` = Acetate, 2 |
| `scarf_shawl_style` | Scarf/Shawl style | StoreRouter enrichment | <1% | 2 | `scarf_shawl_style__regular` = Regular, 5; `scarf_shawl_style__wrap` = Wrap, 1 |
| `denim_hem_style` | Denim Hem Style | StoreRouter enrichment | <1% | 3 | `denim_hem_style__regular` = Regular, 3; `denim_hem_style__cuffed` = Cuffed, 1; `denim_hem_style__split` = Split, 1 |
| `denim_fabric` | Denim Fabric | StoreRouter enrichment | <1% | 1 | `denim_fabric__rigid` = Rigid, 3 |
| `eyewear_frame_pattern` | Eyewear frame pattern | StoreRouter enrichment | <1% | 2 | `eyewear_frame_pattern__texture` = Texture, 2; `eyewear_frame_pattern__gradient` = Gradient, 1 |
| `lens_pattern` | Lens pattern | StoreRouter enrichment | <1% | 1 | `lens_pattern__gradient` = Gradient, 3 |
| `temple_color` | Temple color | StoreRouter enrichment | <1% | 2 | `temple_color__black` = Black, 2; `temple_color__silver` = Silver, 1 |
| `lens_color` | Lens color | StoreRouter enrichment | <1% | 2 | `lens_color__black` = Black, 1; `lens_color__green` = Green, 1 |
| `pants_length_type` | Pants length type | StoreRouter enrichment | <1% | 2 | `pants_length_type__cropped` = Cropped, 1; `pants_length_type__long` = Long, 1 |
| `temple_pattern` | Temple pattern | StoreRouter enrichment | <1% | 1 | `temple_pattern__texture` = Texture, 2 |
| `insulation_level` | Insulation Level | StoreRouter enrichment | <1% | 1 | `insulation_level__lightweight` = Lightweight, 1 |
| `knit_style` | Knit Style | StoreRouter enrichment | <1% | 1 | `knit_style__cable_knit` = Cable Knit, 1 |
| `stretch_level` | Stretch Level | StoreRouter enrichment | <1% | 1 | `stretch_level__none` = None, 1 |
| `brand_name` | Canonical brand name | Brand | 46% | 2 | `Bibhu Mohapatra` = Bibhu Mohapatra, 333; `Bibhu` = Bibhu, 8 |