Catalog coverage · cleobella
Catalog coverage · cleobella.com
Search products from cleobella.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": ["cleobella"], "q": "dresses", "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=["cleobella"],
q="dresses",
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: ["cleobella"],
q: "dresses",
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.
Cleobella
Cleobella
Cleobella
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.
Cleobella
$228.00In stock
Sizes: XS, S, M, L, XL
Breezy, feminine, and consciously made. The Lydia Mini Dress is ethically handmade in India from GOTS certified organic cotton eyelet. Featuring a button down front, ruffled neckline, and adjustable neck tie, it’s the perfect easy mini for warm days. Pair with sandals or flats for a relaxed, polished look. Made of GOTS certified organic cotton eyelet Ethically handmade in India Bra friendly Buttons down center front Smocking at neckline Tie at neckline Pockets Relaxed fit Lined CARE: Hand wash cold, lay flat to dry
Source product pageProduct content returned by the lookup API, ready for a product page.
JSON response excerpt
{
"source": "indexed",
"catalogKey": "cleobella",
"product": {
"title": "Lydia Mini Dress",
"brand": {
"name": "Cleobella"
},
"productUrl": "https://cleobella.com/products/lydia-mini-dress-blue-bonnet",
"currentPrice": 228,
"currency": "USD",
"inStock": true,
"description": "Breezy, feminine, and consciously made. The Lydia Mini Dress is ethically handmade in India from GOTS certified organic cotton eyelet. Featuring a button down front, ruffled neckline, and adjustable neck tie, it’s the perfect easy mini for warm days. Pair with sandals or flats for a relaxed, polished look. Made of GOTS certified organic cotton eyelet Ethically handmade in India Bra friendly Buttons down center front Smocking at neckline Tie at neckline Pockets Relaxed fit Lined CARE: Hand wash cold, lay flat to dry ",
"primaryImage": {
"url": "https://cdn.shopify.com/s/files/1/0229/7897/files/lydia-mini-dress-blue-bonnet-dresses-cleobella-537822.webp?v=1775624479",
"cdnUrl": "https://cdn.octogen.ai/355dc2e7f7ff07482c75b7d35c122f94/e0d0ddafe8ce3e8f30abc9dba411d0c7.webp?request_id=d8746547-5e18-4e50-b6b0-a96905faac7f",
"width": 2230,
"height": 2500,
"sizeBytes": 299280,
"mimeType": "image/webp"
},
"details": {
"materials": [
"GOTS certified organic cotton eyelet"
],
"fit": [],
"dimensions": null,
"patterns": []
}
}
}StoreRouter classification and attributes. Use attribute_handles as search facet values.
JSON response excerpt
{
"source": "indexed",
"catalogKey": "cleobella",
"product": {
"enrichment": {
"type": "mini dress",
"category_path": [
"Apparel & Accessories",
"Clothing",
"Dresses"
],
"styles": [
"feminine",
"bohemian",
"casual"
],
"attributes": {
"Fabric": [
"Cotton"
],
"Pattern": [
"Solid"
],
"Neckline": [
"V Neck"
],
"Dress style": [
"Shirt"
],
"Graphic Type": [
"Solid / No Print"
],
"Dress occasion": [
"Casual"
],
"Openwork Detail": [
"Eyelet"
],
"Sleeve length type": [
"Short"
],
"Construction Detail": [
"Ruffled"
],
"Skirt/Dress length type": [
"Mini"
],
"Sustainability Features": [
"GOTS Certified",
"Organic Materials"
]
},
"attribute_handles": {
"fabric": [
"fabric__cotton"
],
"pattern": [
"pattern__solid"
],
"neckline": [
"neckline__v_neck"
],
"dress_style": [
"dress_style__shirt"
],
"graphic_type": [
"graphic_type__solid_no_print"
],
"openwork_detail": [
"openwork_detail__eyelet"
],
"sleeve_length_type": [
"sleeve_length_type__short"
],
"construction_detail": [
"construction_detail__ruffled"
],
"occasion_style_dresses": [
"occasion_style_dresses__casual"
],
"skirt_dress_length_type": [
"skirt_dress_length_type__mini"
],
"sustainability_features": [
"sustainability_features__gots_certified",
"sustainability_features__organic_materials"
]
}
}
}
}curl -sS https://api.storerouter.ai/v1/products/lookup \
-H "Authorization: Bearer $OCTOGEN_PLATFORM_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"url": "https://cleobella.com/products/lydia-mini-dress-blue-bonnet",
"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 Cleobella 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
Fabric
fabric
Sleeve length type
sleeve_length_type
Neckline
neckline
Sustainability Features
sustainability_features
Skirt/Dress length type
skirt_dress_length_type
Construction Detail
construction_detail
Sleeve Style
sleeve_style
Dress occasion
occasion_style_dresses
Dress style
dress_style
Front Closure
front_closure_type
Graphic Type
graphic_type
Season
season
Embellishments
embellishments
| Field | Facet name | Source | Coverage | Values |
|---|---|---|---|---|
| Activewear | is_activewear | Merchant data | 98% | 2 |
| Product color | color | Merchant data | 90% | 31 |
| Color family | color_family | Merchant data | 90% | 11 |
| Category at depth 0 | category_path.depth_0 | StoreRouter enrichment | 100% | 2 |
| Category at depth 1 | category_path.depth_1 | StoreRouter enrichment | 100% | 6 |
| Category at depth 2 | category_path.depth_2 | StoreRouter enrichment | 100% | 26 |
| Pattern | pattern | StoreRouter enrichment | 100% | 23 |
| Age Group | age_groups | StoreRouter enrichment | 98% | 2 |
| Gender | gender | StoreRouter enrichment | 98% | 2 |
| Fabric | fabric | StoreRouter enrichment | 82% | 18 |
| Sleeve length type | sleeve_length_type | StoreRouter enrichment | 68% | 4 |
| Neckline | neckline | StoreRouter enrichment | 56% | 21 |
| Category at depth 3 | category_path.depth_3 | StoreRouter enrichment | 54% | 28 |
| Sustainability Features | sustainability_features | StoreRouter enrichment | 52% | 5 |
| Skirt/Dress length type | skirt_dress_length_type | StoreRouter enrichment | 42% | 3 |
| Construction Detail | construction_detail | StoreRouter enrichment | 34% | 6 |
| Sleeve Style | sleeve_style | StoreRouter enrichment | 31% | 10 |
| Dress occasion | occasion_style_dresses | StoreRouter enrichment | 28% | 3 |
| Dress style | dress_style | StoreRouter enrichment | 28% | 18 |
| Front Closure | front_closure_type | StoreRouter enrichment | 23% | 6 |
| Category at depth 4 | category_path.depth_4 | StoreRouter enrichment | 22% | 15 |
| Graphic Type | graphic_type | StoreRouter enrichment | 20% | 5 |
| Season | season | StoreRouter enrichment | 19% | 3 |
| Embellishments | embellishments | StoreRouter enrichment | 18% | 7 |
| Collar Style | collar_style | StoreRouter enrichment | 13% | 7 |
| Fit (Tops) | fit_top | StoreRouter enrichment | 13% | 5 |
| Front Closure Length | front_closure_length | StoreRouter enrichment | 11% | 2 |
| Top length type | top_length_type | StoreRouter enrichment | 10% | 2 |
| Occasion | occasion_general | StoreRouter enrichment | 9% | 1 |
| Openwork Detail | openwork_detail | StoreRouter enrichment | 9% | 4 |
| Front Opening | placket_type | StoreRouter enrichment | 9% | 2 |
| Bag/Case material | bag_case_material | StoreRouter enrichment | 9% | 7 |
| General Clothing Features | general_clothing_features | StoreRouter enrichment | 8% | 2 |
| Carry options | carry_options | StoreRouter enrichment | 7% | 5 |
| Opacity | opacity_level | StoreRouter enrichment | 6% | 3 |
| Skirt style | skirt_style | StoreRouter enrichment | 6% | 7 |
| Bag closure type | bag_closure_type | StoreRouter enrichment | 6% | 5 |
| Bag Shape | bag_shape | StoreRouter enrichment | 5% | 4 |
| Fabric Weight | fabric_weight | StoreRouter enrichment | 5% | 3 |
| Swim top coverage style | swim_top_coverage_style | StoreRouter enrichment | 5% | 3 |
| Swimwear Features | swimwear_unique_features | StoreRouter enrichment | 4% | 1 |
| Knit Style | knit_style | StoreRouter enrichment | 4% | 4 |
| Swim bottom coverage style | swim_bottom_coverage_style | StoreRouter enrichment | 4% | 2 |
| Care instructions | care_instructions | StoreRouter enrichment | 3% | 5 |
| Color | attribute_facets.color | StoreRouter enrichment | 2% | 4 |
| Outerwear Length | outerwear_length_type | StoreRouter enrichment | 2% | 2 |
| Chair features | chair_features | StoreRouter enrichment | 2% | 2 |
| Clutch Style | clutch_style | StoreRouter enrichment | 2% | 1 |
| Hardware finish | hardware_finish | StoreRouter enrichment | 2% | 1 |
| Seat type | seat_type | StoreRouter enrichment | 2% | 3 |
| Upholstery material | upholstery_material | StoreRouter enrichment | 2% | 1 |
| Bag Size | bag_size | StoreRouter enrichment | 1% | 4 |
| Outerwear Features | outerwear_unique_features | StoreRouter enrichment | 1% | 2 |
| Shoulder Bag Style Type | shoulder_bag_style_type | StoreRouter enrichment | 1% | 3 |
| Bottoms Closure | bottoms_closure | StoreRouter enrichment | 1% | 3 |
| Bracelet design | bracelet_design | StoreRouter enrichment | 1% | 1 |
| Jewelry material | jewelry_material | StoreRouter enrichment | 1% | 1 |
| Material | material | StoreRouter enrichment | 1% | 2 |
| Slit Style | slit_style | StoreRouter enrichment | 1% | 3 |
| Back type | back_type | StoreRouter enrichment | <1% | 1 |
| Backrest type | backrest_type | StoreRouter enrichment | <1% | 2 |
| Denim Wash | denim_wash | StoreRouter enrichment | <1% | 3 |
| Fit | fit_bottoms | StoreRouter enrichment | <1% | 2 |
| Furniture/Fixture material | furniture_fixture_material | StoreRouter enrichment | <1% | 4 |
| Shorts Fit | shorts_fit | StoreRouter enrichment | <1% | 2 |
| Bag strap details | bag_strap_details | StoreRouter enrichment | <1% | 2 |
| Eyewear frame color | eyewear_frame_color | StoreRouter enrichment | <1% | 2 |
| Eyewear frame design | eyewear_frame_design | StoreRouter enrichment | <1% | 2 |
| Eyewear Frame Material | eyewear_frame_material | StoreRouter enrichment | <1% | 2 |
| Eyewear frame pattern | eyewear_frame_pattern | StoreRouter enrichment | <1% | 2 |
| Lens color | lens_color | StoreRouter enrichment | <1% | 1 |
| Lens pattern | lens_pattern | StoreRouter enrichment | <1% | 1 |
| Leg Shape | pants_leg_shape | StoreRouter enrichment | <1% | 2 |
| Surface Finish | surface_finish | StoreRouter enrichment | <1% | 2 |
| Waist rise | waist_rise | StoreRouter enrichment | <1% | 2 |
| Activity Type | activity_type | StoreRouter enrichment | <1% | 1 |
| Bag/Case features | bag_case_features | StoreRouter enrichment | <1% | 1 |
| Closure Type | closure_type_belts | StoreRouter enrichment | <1% | 1 |
| Lining Material | lining_material_outerwear | StoreRouter enrichment | <1% | 1 |
| Performance Features | performance_features | StoreRouter enrichment | <1% | 1 |
| Scarf/Shawl style | scarf_shawl_style | StoreRouter enrichment | <1% | 1 |
| Temple color | temple_color | StoreRouter enrichment | <1% | 1 |
| Wallet features | wallet_features | StoreRouter enrichment | <1% | 1 |
| Canonical brand name | brand_name | Brand | 100% | 2 |
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