Search products from thehatgirls.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
2,370
Searchable fields
16
Attribute values
129
Category levels
5
Snapshot from . Counts are approximate and refresh about daily.
Catalog
What Thehatgirls sells
What does Thehatgirls sell?
Almost entirely Apparel & Accessories: 100% of its 2,370 products. Accessories is the largest department with 2,370 products. The most common Thehatgirls category is Hats & Headwear (2,370).
How are Thehatgirls products categorized?
Into a shared taxonomy 5 levels deep. The first level separates Apparel & Accessories; the second separates departments such as Accessories; 5 levels down, categories are as specific as Fascinators (2,300 products). Every level is a search facet.
Departments
Accessories2,370
Top categories
Hats & Headwear2,370
Prices
Under $2252
$225–$1,1002,249
$1,100 and up119
Median price $533 across 2,370 priced products. Current prices, in USD.
Example product response
What Thehatgirls 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.
The Hat Girls
Chrissy - Custom Hat Collection
$770.00In stock
This product is designed & created by The Hat Girls
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=["thehatgirls"],
q="hats & headwear",
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: ["thehatgirls"],
q: "hats & headwear",
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.
16 searchable fields. Well-covered attributes include pattern (99% of products), product color (55%) and color family (55%). For pattern, the most common values are Solid, Floral and Texture; for product color, the most common values are Pink, Ivory and Black.
Each attribute below is a search facet: the bar shows the share of Thehatgirls 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
99%
Solid 88%
Floral 13%
Texture 6%
Abstract 3%
Art 3%
Animal 2%
+20 more
Product color
color
55%
Pink 11%
Ivory 7%
Black 6%
White 5%
Beige 5%
Navy 5%
+61 more
Color family
color_family
55%
Pink 16%
White 13%
Blue 12%
Black 6%
Red 6%
Brown 6%
+6 more
All 16 searchable fieldsShow
Field
Facet name
Source
Coverage
Values
Activewear
is_activewear
Merchant data
100%
1
Product color
color
Merchant data
55%
67
Color family
color_family
Merchant data
55%
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%
1
Category at depth 2
category_path.depth_2
StoreRouter enrichment
100%
1
Category at depth 3
category_path.depth_3
StoreRouter enrichment
100%
2
Category at depth 4
category_path.depth_4
StoreRouter enrichment
100%
2
Gender
gender
StoreRouter enrichment
100%
1
Pattern
pattern
StoreRouter enrichment
99%
26
Occasion
occasion_general
StoreRouter enrichment
91%
2
Fabric
fabric
StoreRouter enrichment
11%
10
Season
season
StoreRouter enrichment
8%
2
Material
material
StoreRouter enrichment
2%
7
Canonical brand name
brand_name
Brand
100%
1
Data
About this data
Is this API provided by Thehatgirls or StoreRouter?
StoreRouter. One API key gives your app or agent access to Thehatgirls product data and thousands more stores.
Can I get Thehatgirls 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 Thehatgirls 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 2,370 Thehatgirls products, with coverage counts refreshed about daily.
Where does the data come from?
Straight from thehatgirls.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 Thehatgirls and thousands more stores
One API key gives your agent search, product lookup, and similar-item results across every store StoreRouter indexes.
