Catalog coverage · bando
Search products from bando.com and retrieve product details as JSON through StoreRouter’s API. Access prices, images, descriptions, and available variant data, plus enriched attributes for filtering.
Snapshot from . Counts are approximate and refresh about daily.
Developer quickstart
export OCTOGEN_PLATFORM_API_KEY="your-api-key". Requests use Authorization: Bearer; the SDKs read this variable automatically. Keep the key on your server.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 }'# Requires Python 3.11+ and uv; install from the public SDK repository:
# git clone https://github.com/octogen-ai/octogen-dev.git
# cd octogen-dev
# uv sync --project sdks/python
# Save this sample as search.py here, then run:
# uv run --project sdks/python python search.py
import asyncio
from octogen_ai_sdk import OctogenClient
async def main() -> None:
async with OctogenClient(base_url="https://api.storerouter.ai/v1") as client:
page = await client.search_products(
catalogs=["bando"],
q="tops",
limit=5,
)
for product in page.items:
print(product.title, product.current_price, product.product_url)
asyncio.run(main())// Node.js 20+; install: npm install @octogen-ai/sdk
// Save this sample as search.mjs, then run: node search.mjs
import { OctogenClient } from "@octogen-ai/sdk";
const client = new OctogenClient({ baseUrl: "https://api.storerouter.ai/v1" });
const page = await client.searchProducts({
catalogs: ["bando"],
q: "tops",
limit: 5,
});
for (const product of page.items) {
console.log(product.title, product.currentPrice, product.productUrl);
}Indexed snapshot from this search, verified by URL lookup. Selected fields only; prices and availability may have changed since retrieval.
Rachel Antonoff
Search finds indexed products by query and filters within this retailer’s catalog.Product URL lookup retrieves one product: index_only uses the index and returns 404 on a miss; auto checks the index before resolving a miss on demand. For a fresh page read where supported, use resolutionMode: "on_demand_only" with onDemandCachePolicy: "refresh". On-demand results may be partial and do not guarantee live price or availability.
Example product response
Inspect a product from the search example above, then retrieve its details through the API.
Indexed response retrieved . Price and availability reflect this response and may change.
Levi's
$70.00In stock
Sizes: XS, S, M, L, XL, XXL
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
Source product pageProduct content returned by the lookup API, ready for a product page.
JSON response excerpt
{
"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=6816e6d6-1488-43d4-ad3a-5a7df6ec2738",
"width": 1024,
"height": 1280,
"sizeBytes": 157092,
"mimeType": "image/webp"
},
"details": {
"materials": [],
"fit": [],
"dimensions": null,
"patterns": []
}
}
}StoreRouter classification and attributes. Use attribute_handles as search facet values.
JSON response excerpt
{
"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"
]
}
}
}
}curl -sS https://api.storerouter.ai/v1/products/lookup \
-H "Authorization: Bearer $OCTOGEN_PLATFORM_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"url": "https://www.bando.com/products/leighton-peplum-top-the-dust-stone",
"resolutionMode": "index_only"
}'Selected response fields are shown. API documentation
Catalog
Attributes
Each attribute below is a search facet: the bar shows the share of Bando products that have it, and each value shows the share tagged with that value. A product can have several values, so these can add up to more than 100%.
Pattern
pattern
Product color
color
Color family
color_family
Graphic Type
graphic_type
Fabric
fabric
Bag closure type
bag_closure_type
Carry options
carry_options
Bag/Case material
bag_case_material
Sustainability Features
sustainability_features
Sleeve length type
sleeve_length_type
Neckline
neckline
Bag Shape
bag_shape
Front Closure
front_closure_type
| Field | Facet name | Source | Coverage | Values |
|---|---|---|---|---|
| Activewear | is_activewear | Merchant data | 97% | 2 |
| Product color | color | Merchant data | 70% | 55 |
| Color family | color_family | Merchant data | 70% | 12 |
| Category at depth 0 | category_path.depth_0 | StoreRouter enrichment | 100% | 4 |
| Category at depth 1 | category_path.depth_1 | StoreRouter enrichment | 100% | 17 |
| Category at depth 2 | category_path.depth_2 | StoreRouter enrichment | 100% | 59 |
| Pattern | pattern | StoreRouter enrichment | 94% | 45 |
| Age Group | age_groups | StoreRouter enrichment | 83% | 2 |
| Gender | gender | StoreRouter enrichment | 83% | 2 |
| Category at depth 3 | category_path.depth_3 | StoreRouter enrichment | 70% | 68 |
| Graphic Type | graphic_type | StoreRouter enrichment | 34% | 8 |
| Fabric | fabric | StoreRouter enrichment | 33% | 37 |
| Bag closure type | bag_closure_type | StoreRouter enrichment | 30% | 9 |
| Carry options | carry_options | StoreRouter enrichment | 27% | 8 |
| Category at depth 4 | category_path.depth_4 | StoreRouter enrichment | 26% | 39 |
| Bag/Case material | bag_case_material | StoreRouter enrichment | 23% | 15 |
| Sustainability Features | sustainability_features | StoreRouter enrichment | 21% | 8 |
| Sleeve length type | sleeve_length_type | StoreRouter enrichment | 21% | 4 |
| Neckline | neckline | StoreRouter enrichment | 19% | 15 |
| Bag Shape | bag_shape | StoreRouter enrichment | 18% | 7 |
| Front Closure | front_closure_type | StoreRouter enrichment | 17% | 5 |
| Bag Size | bag_size | StoreRouter enrichment | 14% | 4 |
| Collar Style | collar_style | StoreRouter enrichment | 13% | 9 |
| Front Closure Length | front_closure_length | StoreRouter enrichment | 13% | 5 |
| Fit (Tops) | fit_top | StoreRouter enrichment | 12% | 6 |
| Material | material | StoreRouter enrichment | 11% | 23 |
| Surface Finish | surface_finish | StoreRouter enrichment | 8% | 3 |
| Sleeve Style | sleeve_style | StoreRouter enrichment | 8% | 10 |
| Fit | fit_bottoms | StoreRouter enrichment | 8% | 7 |
| Fabric Weight | fabric_weight | StoreRouter enrichment | 7% | 4 |
| Leg Shape | pants_leg_shape | StoreRouter enrichment | 7% | 8 |
| Shoulder Bag Style Type | shoulder_bag_style_type | StoreRouter enrichment | 7% | 5 |
| Care instructions | care_instructions | StoreRouter enrichment | 7% | 3 |
| Hardware finish | hardware_finish | StoreRouter enrichment | 6% | 4 |
| Knit Style | knit_style | StoreRouter enrichment | 6% | 8 |
| Bag strap details | bag_strap_details | StoreRouter enrichment | 6% | 2 |
| Bottoms Closure | bottoms_closure | StoreRouter enrichment | 6% | 4 |
| Embellishments | embellishments | StoreRouter enrichment | 6% | 9 |
| Bag/Case storage features | bag_case_storage_features | StoreRouter enrichment | 5% | 4 |
| Closure type | shoe_closure_type | StoreRouter enrichment | 5% | 7 |
| Waist rise | waist_rise | StoreRouter enrichment | 5% | 4 |
| Footwear material | footwear_material | StoreRouter enrichment | 5% | 15 |
| Top length type | top_length_type | StoreRouter enrichment | 5% | 4 |
| Toe Shape | toe_style | StoreRouter enrichment | 5% | 6 |
| Occasion style | occasion_style_shoes | StoreRouter enrichment | 5% | 2 |
| General Clothing Features | general_clothing_features | StoreRouter enrichment | 4% | 1 |
| Opacity | opacity_level | StoreRouter enrichment | 4% | 3 |
| Skirt/Dress length type | skirt_dress_length_type | StoreRouter enrichment | 4% | 3 |
| Front Opening | placket_type | StoreRouter enrichment | 4% | 3 |
| Sole Type | shoe_sole_type | StoreRouter enrichment | 4% | 4 |
| Denim Wash | denim_wash | StoreRouter enrichment | 4% | 7 |
| Denim Finish Effects | denim_wash_effects | StoreRouter enrichment | 4% | 7 |
| Pants length type | pants_length_type | StoreRouter enrichment | 3% | 4 |
| Jewelry material | jewelry_material | StoreRouter enrichment | 3% | 16 |
| Heel height | shoe_heel_height | StoreRouter enrichment | 3% | 2 |
| Shoe Type (Silhouette/Style) | sneaker_shoe_style_type | StoreRouter enrichment | 3% | 2 |
| Sneaker style | sneaker_style | StoreRouter enrichment | 3% | 3 |
| Dress style | dress_style | StoreRouter enrichment | 2% | 14 |
| Genre | genre | StoreRouter enrichment | 2% | 18 |
| Tote handle type | tote_handle_type | StoreRouter enrichment | 2% | 3 |
| Construction Detail | construction_detail | StoreRouter enrichment | 2% | 5 |
| Product form | product_form | StoreRouter enrichment | 2% | 10 |
| Shoe features | shoe_features | StoreRouter enrichment | 2% | 5 |
| Denim Fabric | denim_fabric | StoreRouter enrichment | 2% | 3 |
| Language version | language_version | StoreRouter enrichment | 2% | 1 |
| Denim Hem Style | denim_hem_style | StoreRouter enrichment | 2% | 2 |
| Jewelry type | jewelry_type | StoreRouter enrichment | 2% | 1 |
| Season | season | StoreRouter enrichment | 2% | 3 |
| Earring design | earring_design | StoreRouter enrichment | 2% | 5 |
| Dress occasion | occasion_style_dresses | StoreRouter enrichment | 2% | 1 |
| Shoe Type (Silhouette / Style) | flat_shoe_style_type | StoreRouter enrichment | 2% | 4 |
| Target audience | target_audience | StoreRouter enrichment | 2% | 4 |
| Occasion | occasion_general | StoreRouter enrichment | 2% | 1 |
| Scent | scent | StoreRouter enrichment | 1% | 13 |
| Category at depth 5 | category_path.depth_5 | StoreRouter enrichment | 1% | 4 |
| Pants Leg Length | pants_leg_length | StoreRouter enrichment | 1% | 4 |
| Skin care effect | skin_care_effect | StoreRouter enrichment | 1% | 33 |
| Eyewear frame color | eyewear_frame_color | StoreRouter enrichment | 1% | 5 |
| Eyewear frame design | eyewear_frame_design | StoreRouter enrichment | 1% | 4 |
| Temple color | temple_color | StoreRouter enrichment | 1% | 6 |
| Lens pattern | lens_pattern | StoreRouter enrichment | 1% | 2 |
| Openwork Detail | openwork_detail | StoreRouter enrichment | 1% | 4 |
| Product certifications & standards | product_certifications_standards | StoreRouter enrichment | 1% | 13 |
| Shape | shape | StoreRouter enrichment | 1% | 7 |
| Stretch Level | stretch_level | StoreRouter enrichment | 1% | 2 |
| Tag fastening | tag_fastening | StoreRouter enrichment | 1% | 3 |
| Lens color | lens_color | StoreRouter enrichment | 1% | 5 |
| Color | attribute_facets.color | StoreRouter enrichment | <1% | 9 |
| Insulation Level | insulation_level | StoreRouter enrichment | <1% | 4 |
| Eyewear frame pattern | eyewear_frame_pattern | StoreRouter enrichment | <1% | 2 |
| Skirt style | skirt_style | StoreRouter enrichment | <1% | 6 |
| Bag/Case features | bag_case_features | StoreRouter enrichment | <1% | 2 |
| Necklace design | necklace_design | StoreRouter enrichment | <1% | 3 |
| One-piece style | one_piece_style | StoreRouter enrichment | <1% | 6 |
| Package type | package_type | StoreRouter enrichment | <1% | 7 |
| Temple pattern | temple_pattern | StoreRouter enrichment | <1% | 1 |
| Activewear Features | activewear_unique_features | StoreRouter enrichment | <1% | 1 |
| Fragrance Family | fragrance_family | StoreRouter enrichment | <1% | 9 |
| Fragrance Notes | fragrance_notes | StoreRouter enrichment | <1% | 27 |
| Lens polarization | lens_polarization | StoreRouter enrichment | <1% | 1 |
| Outerwear Length | outerwear_length_type | StoreRouter enrichment | <1% | 3 |
| Shorts Fit | shorts_fit | StoreRouter enrichment | <1% | 2 |
| Application area | application_area | StoreRouter enrichment | <1% | 2 |
| Book cover type | book_cover_type | StoreRouter enrichment | <1% | 2 |
| Constitutive ingredients | constitutive_ingredients | StoreRouter enrichment | <1% | 7 |
| Cosmetic function | cosmetic_function | StoreRouter enrichment | <1% | 6 |
| Dispenser type | dispenser_type | StoreRouter enrichment | <1% | 3 |
| Top Notes | fragrance_top_notes | StoreRouter enrichment | <1% | 16 |
| Ring design | ring_design | StoreRouter enrichment | <1% | 4 |
| Slipper style | slipper_style | StoreRouter enrichment | <1% | 2 |
| Suitable for skin type | suitable_for_skin_type | StoreRouter enrichment | <1% | 4 |
| Eyewear Frame Material | eyewear_frame_material | StoreRouter enrichment | <1% | 1 |
| Base Notes | fragrance_base_notes | StoreRouter enrichment | <1% | 5 |
| Skin care features | skin_care_features | StoreRouter enrichment | <1% | 1 |
| Skin care mask type | skin_care_mask_type | StoreRouter enrichment | <1% | 2 |
| Boot Shaft Height | boot_shaft_height | StoreRouter enrichment | <1% | 1 |
| Boot style | boot_style | StoreRouter enrichment | <1% | 2 |
| Heart Notes | fragrance_heart_notes | StoreRouter enrichment | <1% | 5 |
| Furniture/Fixture material | furniture_fixture_material | StoreRouter enrichment | <1% | 3 |
| Handwear type | handwear_type | StoreRouter enrichment | <1% | 3 |
| Headwear features | headwear_features | StoreRouter enrichment | <1% | 1 |
| Lining Material | lining_material_outerwear | StoreRouter enrichment | <1% | 1 |
| Media access | media_access | StoreRouter enrichment | <1% | 1 |
| Media theme | media_theme | StoreRouter enrichment | <1% | 3 |
| Sandal style | sandal_style | StoreRouter enrichment | <1% | 2 |
| Shaft Design | shaft_design | StoreRouter enrichment | <1% | 1 |
| Size Type | size_group | StoreRouter enrichment | <1% | 1 |
| Slit Style | slit_style | StoreRouter enrichment | <1% | 2 |
| Wallet features | wallet_features | StoreRouter enrichment | <1% | 1 |
| Activity Intensity | activity_intensity | StoreRouter enrichment | <1% | 1 |
| Activity Type | activity_type | StoreRouter enrichment | <1% | 1 |
| Backpack Style | backpack_style | StoreRouter enrichment | <1% | 1 |
| Bottle/Container closure | bottle_container_closure | StoreRouter enrichment | <1% | 1 |
| Bra features | bra_features | StoreRouter enrichment | <1% | 1 |
| Bra strap type | bra_strap_type | StoreRouter enrichment | <1% | 1 |
| Bracelet design | bracelet_design | StoreRouter enrichment | <1% | 1 |
| Clutch Style | clutch_style | StoreRouter enrichment | <1% | 1 |
| Cosmetic finish | cosmetic_finish | StoreRouter enrichment | <1% | 1 |
| Curler type | curler_type | StoreRouter enrichment | <1% | 1 |
| False nail application method | false_nail_application_method | StoreRouter enrichment | <1% | 1 |
| Flavor | flavor | StoreRouter enrichment | <1% | 2 |
| Handwear features | handwear_features | StoreRouter enrichment | <1% | 1 |
| Handwear material | handwear_material | StoreRouter enrichment | <1% | 1 |
| Shoe Type (Silhouette/Style) | heel_shoe_style_type | StoreRouter enrichment | <1% | 2 |
| Mounting type | mounting_type | StoreRouter enrichment | <1% | 1 |
| Outerwear Features | outerwear_unique_features | StoreRouter enrichment | <1% | 2 |
| Performance Features | performance_features | StoreRouter enrichment | <1% | 1 |
| Ring size | ring_size | StoreRouter enrichment | <1% | 1 |
| Scarf/Shawl style | scarf_shawl_style | StoreRouter enrichment | <1% | 1 |
| Shoe fit | shoe_fit | StoreRouter enrichment | <1% | 1 |
| Heel Type (Shape / Construction) | shoe_heel_type | StoreRouter enrichment | <1% | 1 |
| Underwear coverage style | underwear_coverage_style | StoreRouter enrichment | <1% | 1 |
| Canonical brand name | brand_name | Brand | 94% | 58 |
Data
For agents
Every facet name and value on this page, ready for an agent or a script.
Are you an AI agent? Fetch https://storerouter.ai/llms.txt to learn how to get product data from StoreRouter, and how to make a storefront's products readable by agents.
One API key gives your agent search, product lookup, and similar-item results across every store StoreRouter indexes.
Get an API key