Catalog coverage · demebygabriella
Catalog coverage · demebygabriella
Catalog coverage · demebygabriella.com
Search products from demebygabriella.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.
Catalog
Median price $391 across 568 priced products. Current prices, in USD.
Example product response
Inspect a product from the search example below, then retrieve its details through the API.
Indexed response retrieved . Price and availability reflect this response and may change.

Deme by Gabriella
$395.00In stock
Sizes: XS, S, M, L, XL, XXL, XXXL, Custom Tailored
The Anna Dress is a striking, one-shoulder draped mini crafted in vivid hibiscus crepe. Its sculpted ruching and dramatic floor-length side train create a bold, fluid silhouette—perfect for standout evenings and high-impact style moments.
Source product pageProduct content returned by the lookup API, ready for a product page.
JSON response excerpt
{
"source": "indexed",
"catalogKey": "demebygabriella",
"product": {
"title": "Anna- Ivory",
"brand": {
"name": "Deme by Gabriella"
},
"productUrl": "https://demebygabriella.com/products/anna-ivory",
"currentPrice": 395,
"currency": "USD",
"inStock": true,
"description": "The Anna Dress is a striking, one-shoulder draped mini crafted in vivid hibiscus crepe. Its sculpted ruching and dramatic floor-length side train create a bold, fluid silhouette—perfect for standout evenings and high-impact style moments.",
"primaryImage": {
"url": "https://cdn.shopify.com/s/files/1/0572/3160/5923/files/4_0f829c50-55e1-4073-b891-fac8df67794c.jpg?v=1772798572",
"cdnUrl": "https://cdn.octogen.ai/5c86895c2d1b318f97cf301d7631f840/5cbd533d6055e263fa52b93aacacd2d0.webp?request_id=fc26245f-7bd4-4174-8ce7-12be9f6150bf",
"width": 3600,
"height": 5400,
"sizeBytes": 196036,
"mimeType": "image/webp"
},
"details": {
"materials": [
"Crepe",
"100% viscose"
],
"fit": [],
"dimensions": null,
"patterns": []
}
}
}StoreRouter classification and attributes. Use attribute_handles as search facet values.
JSON response excerpt
{
"source": "indexed",
"catalogKey": "demebygabriella",
"product": {
"enrichment": {
"type": "mini dress",
"category_path": [
"Apparel & Accessories",
"Clothing",
"Dresses"
],
"styles": [
"glamorous",
"avant-garde",
"formal",
"modern"
],
"attributes": {
"Fabric": [
"Crepe",
"Viscose"
],
"Pattern": [
"Solid"
],
"Neckline": [
"One-Shoulder"
],
"Dress style": [
"Asymmetrical"
],
"Graphic Type": [
"Solid / No Print"
],
"Dress occasion": [
"Evening"
],
"Sleeve length type": [
"Sleeveless"
],
"Construction Detail": [
"Draped",
"Ruched"
],
"Skirt/Dress length type": [
"Mini"
]
},
"attribute_handles": {
"fabric": [
"fabric__crepe",
"fabric__viscose"
],
"pattern": [
"pattern__solid"
],
"neckline": [
"neckline__one_shoulder"
],
"dress_style": [
"dress_style__asymmetrical"
],
"graphic_type": [
"graphic_type__solid_no_print"
],
"sleeve_length_type": [
"sleeve_length_type__sleeveless"
],
"construction_detail": [
"construction_detail__draped",
"construction_detail__ruched"
],
"occasion_style_dresses": [
"occasion_style_dresses__evening"
],
"skirt_dress_length_type": [
"skirt_dress_length_type__mini"
]
}
}
}
}curl -sS https://api.storerouter.ai/v1/products/lookup \
-H "Authorization: Bearer $OCTOGEN_PLATFORM_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"url": "https://demebygabriella.com/products/anna-ivory",
"resolutionMode": "index_only"
}'Selected response fields are shown. API documentation
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": ["demebygabriella"], "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=["demebygabriella"],
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: ["demebygabriella"],
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.
Deme by Gabriella
Deme by Gabriella
Deme by Gabriella
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.
Attributes
Each attribute below is a search facet: the bar shows the share of Demebygabriella 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
Graphic Type
graphic_type
Neckline
neckline
Skirt/Dress length type
skirt_dress_length_type
Dress style
dress_style
Construction Detail
construction_detail
Dress occasion
occasion_style_dresses
Sleeve Style
sleeve_style
Opacity
opacity_level
| Field | Facet name | Source | Coverage | Values |
|---|---|---|---|---|
| Activewear | is_activewear | Merchant data | 100% | 1 |
| Product color | color | Merchant data | 100% | 46 |
| Color family | color_family | Merchant data | 100% | 12 |
| Age Group | age_groups | StoreRouter enrichment | 100% | 1 |
| Category at depth 0 | category_path.depth_0 | StoreRouter enrichment | 100% | 1 |
| Category at depth 1 | category_path.depth_1 | StoreRouter enrichment | 100% | 3 |
| Category at depth 2 | category_path.depth_2 | StoreRouter enrichment | 100% | 8 |
| Gender | gender | StoreRouter enrichment | 100% | 2 |
| Pattern | pattern | StoreRouter enrichment | 100% | 16 |
| Fabric | fabric | StoreRouter enrichment | 95% | 24 |
| Sleeve length type | sleeve_length_type | StoreRouter enrichment | 90% | 3 |
| Graphic Type | graphic_type | StoreRouter enrichment | 89% | 3 |
| Neckline | neckline | StoreRouter enrichment | 84% | 21 |
| Skirt/Dress length type | skirt_dress_length_type | StoreRouter enrichment | 77% | 3 |
| Dress style | dress_style | StoreRouter enrichment | 77% | 16 |
| Construction Detail | construction_detail | StoreRouter enrichment | 71% | 6 |
| Dress occasion | occasion_style_dresses | StoreRouter enrichment | 69% | 4 |
| General Clothing Features | general_clothing_features | StoreRouter enrichment | 54% | 1 |
| Sleeve Style | sleeve_style | StoreRouter enrichment | 18% | 9 |
| Opacity | opacity_level | StoreRouter enrichment | 18% | 3 |
| Pants length type | pants_length_type | StoreRouter enrichment | 12% | 4 |
| Embellishments | embellishments | StoreRouter enrichment | 10% | 9 |
| Slit Style | slit_style | StoreRouter enrichment | 7% | 3 |
| Category at depth 3 | category_path.depth_3 | StoreRouter enrichment | 5% | 7 |
| Surface Finish | surface_finish | StoreRouter enrichment | 4% | 3 |
| Openwork Detail | openwork_detail | StoreRouter enrichment | 4% | 2 |
| Waist rise | waist_rise | StoreRouter enrichment | 4% | 2 |
| Fit (Tops) | fit_top | StoreRouter enrichment | 3% | 6 |
| Collar Style | collar_style | StoreRouter enrichment | 3% | 4 |
| Front Closure | front_closure_type | StoreRouter enrichment | 3% | 3 |
| Category at depth 4 | category_path.depth_4 | StoreRouter enrichment | 2% | 6 |
| Front Closure Length | front_closure_length | StoreRouter enrichment | 2% | 2 |
| Knit Style | knit_style | StoreRouter enrichment | 1% | 1 |
| Earring design | earring_design | StoreRouter enrichment | <1% | 3 |
| Jewelry material | jewelry_material | StoreRouter enrichment | <1% | 3 |
| Outerwear Length | outerwear_length_type | StoreRouter enrichment | <1% | 3 |
| Season | season | StoreRouter enrichment | <1% | 2 |
| Bag closure type | bag_closure_type | StoreRouter enrichment | <1% | 2 |
| Bag Shape | bag_shape | StoreRouter enrichment | <1% | 2 |
| Fit | fit_bottoms | StoreRouter enrichment | <1% | 2 |
| Bag Size | bag_size | StoreRouter enrichment | <1% | 1 |
| Clutch Style | clutch_style | StoreRouter enrichment | <1% | 3 |
| Bag/Case material | bag_case_material | StoreRouter enrichment | <1% | 1 |
| Occasion | occasion_general | StoreRouter enrichment | <1% | 1 |
| Outerwear Features | outerwear_unique_features | StoreRouter enrichment | <1% | 1 |
| Front Opening | placket_type | StoreRouter enrichment | <1% | 2 |
| Top Hem Shape | top_hem_shape | StoreRouter enrichment | <1% | 1 |
| Bottoms Closure | bottoms_closure | StoreRouter enrichment | <1% | 1 |
| Carry options | carry_options | StoreRouter enrichment | <1% | 1 |
| Fabric Weight | fabric_weight | StoreRouter enrichment | <1% | 1 |
| Hardware finish | hardware_finish | StoreRouter enrichment | <1% | 1 |
| Canonical brand name | brand_name | Brand | 100% | 1 |
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