Search products from velvetcaviar.com and retrieve product details as JSON through StoreRouter’s API. Access prices, images, descriptions, and available variant data, plus enriched attributes for filtering.
Indexed products
2,869
Searchable fields
39
Attribute values
197
Category levels
5
Snapshot from . Counts are approximate and refresh about daily.
Catalog
What Velvetcaviar sells
What does Velvetcaviar sell?
Almost entirely Apparel & Accessories: 100% of its 2,869 products. Accessories is the largest department with 2,843 products, followed by Jewelry (14) and Bags (7). The most common Velvetcaviar categories are Tech Accessories (2,419), Wallets & Cardholders (262) and Bag Accessories (131).
How are Velvetcaviar products categorized?
Into a shared taxonomy 5 levels deep. The first level separates Apparel & Accessories; the second separates departments such as Accessories; 4 levels down, categories are as specific as Phone Cases (2,311 products). Every level is a search facet.
Departments
Accessories2,843
Jewelry14
Bags7
Clothing5
Top categories
Tech Accessories2,419
Wallets & Cardholders262
Bag Accessories131
Hair Accessories26
Necklaces8
Luggage, Travel & Utility7
Watches6
Underwear & Sleepwear4
Scarves3
Hats & Headwear2
Prices
$5–$20551
$20–$351,183
$35–$50631
$50–$6573
$65–$8021
$80–$9556
$95–$11093
$110–$1251
$125–$140238
$140 and up22
Median price $28 across 2,869 priced products. Current prices, in USD.
Example product response
What Velvetcaviar product data looks like
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.
Velvet Caviar
Silver Leather Chain Phone Crossbody Strap
$40.00In stock
Go hands free with our crossbody phone strap! Universally compatible with any case for iPhone or Samsung.
Sign in or create an account, select a Developer organization, then open API Keys and create a key. Copy it when shown.
In your terminal, set export OCTOGEN_PLATFORM_API_KEY="your-api-key". Requests use Authorization: Bearer; the SDKs read this variable automatically. Keep the key on your server.
Run the curl request below, or install an SDK and run its sample using the instructions in that tab.
# 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=["velvetcaviar"],
q="tech accessories",
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: ["velvetcaviar"],
q: "tech accessories",
limit: 5,
});
for (const product of page.items) {
console.log(product.title, product.currentPrice, product.productUrl);
}
Response excerpt3 products
October 20, 2026
Indexed snapshot from this search, verified by URL lookup. Selected fields only; prices and availability may have changed since retrieval.
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.
39 searchable fields. Well-covered attributes include material (29% of products), pattern (99%) and product color (74%). For material, the most common values are Metal, Plastic and Chrome; for pattern, the most common values are Animal, Characters and Floral.
Each attribute below is a search facet: the bar shows the share of Velvetcaviar 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
100%
Animal 17%
Characters 15%
Floral 13%
Solid 13%
Hearts 13%
Stars 12%
+44 more
Product color
color
75%
Multi 29%
Pink 13%
White 7%
Black 6%
Blue 2%
Silver 2%
+45 more
Color family
color_family
75%
Multicolor 29%
Pink 14%
White 8%
Black 6%
Blue 6%
Brown 5%
+6 more
Material
material
29%
Metal 17%
Plastic 5%
Chrome 3%
Silicone 2%
Faux Leather 2%
Leather <1%
+22 more
All 39 searchable fieldsShow
Field
Facet name
Source
Coverage
Values
Activewear
is_activewear
Merchant data
100%
2
Product color
color
Merchant data
75%
51
Color family
color_family
Merchant data
75%
12
Category at depth 0
category_path.depth_0
StoreRouter enrichment
100%
1
Category at depth 1
category_path.depth_1
StoreRouter enrichment
100%
4
Category at depth 2
category_path.depth_2
StoreRouter enrichment
100%
11
Pattern
pattern
StoreRouter enrichment
100%
50
Category at depth 3
category_path.depth_3
StoreRouter enrichment
100%
20
Material
material
StoreRouter enrichment
29%
28
Wallet features
wallet_features
StoreRouter enrichment
10%
3
Surface Finish
surface_finish
StoreRouter enrichment
6%
3
Hardware finish
hardware_finish
StoreRouter enrichment
5%
4
Age Group
age_groups
StoreRouter enrichment
4%
1
Gender
gender
StoreRouter enrichment
4%
2
Sustainability Features
sustainability_features
StoreRouter enrichment
2%
2
Category at depth 4
category_path.depth_4
StoreRouter enrichment
2%
7
Jewelry material
jewelry_material
StoreRouter enrichment
<1%
7
Jewelry type
jewelry_type
StoreRouter enrichment
<1%
2
Necklace design
necklace_design
StoreRouter enrichment
<1%
2
Bag/Case material
bag_case_material
StoreRouter enrichment
<1%
4
Bag closure type
bag_closure_type
StoreRouter enrichment
<1%
1
Band material
band_material
StoreRouter enrichment
<1%
1
Care instructions
care_instructions
StoreRouter enrichment
<1%
1
Carry options
carry_options
StoreRouter enrichment
<1%
1
Fabric
fabric
StoreRouter enrichment
<1%
5
Season
season
StoreRouter enrichment
<1%
1
General Clothing Features
general_clothing_features
StoreRouter enrichment
<1%
1
Graphic Type
graphic_type
StoreRouter enrichment
<1%
3
Headwear features
headwear_features
StoreRouter enrichment
<1%
1
Scarf/Shawl style
scarf_shawl_style
StoreRouter enrichment
<1%
1
Watch accessory style
watch_accessory_style
StoreRouter enrichment
<1%
1
Collar Style
collar_style
StoreRouter enrichment
0%
1
Fabric Weight
fabric_weight
StoreRouter enrichment
0%
1
Fit (Tops)
fit_top
StoreRouter enrichment
0%
1
Front Closure Length
front_closure_length
StoreRouter enrichment
0%
1
Front Closure
front_closure_type
StoreRouter enrichment
0%
1
Neckline
neckline
StoreRouter enrichment
0%
1
Sleeve length type
sleeve_length_type
StoreRouter enrichment
0%
1
Canonical brand name
brand_name
Brand
100%
1
Data
About this data
Is this API provided by Velvetcaviar or StoreRouter?
StoreRouter. One API key gives your app or agent access to Velvetcaviar product data and thousands more stores.
Can I get Velvetcaviar 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 Velvetcaviar 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 2,869 Velvetcaviar products, with coverage counts refreshed about daily.
Where does the data come from?
Straight from velvetcaviar.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.
For agents
This page as data
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.
Query Velvetcaviar and thousands more stores
One API key gives your agent search, product lookup, and similar-item results across every store StoreRouter indexes.
