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Ragstock logoRagstock product data API

Structured Ragstock product data for developers building search, recommendations, and AI shopping agents.

Agentic commerce demo

Try a Ragstock-only AI shopping agent

This demo uses a constant Ragstock filter and tells the assistant it represents Ragstock only. Developers can use the same pattern to build brand-scoped shopping agents, product search, and recommendation flows.

Do you work at Ragstock?

Looking to drive more AI sales? Channel3 can help Ragstock surface more accurately and frequently on AI shopping platforms. No technical work required on your end. Most teams get set up in less than 10 minutes and see results same week.

Drive more AI sales
C3

Hello! I'm an AI shopping assistant powered by the Channel3 API, and I'm scoped to Ragstock products.

Find any Ragstock product with one easy endpoint

Start with 1,000 free searches every month.

curl https://api.trychannel3.com/v1/search \
  -H "x-api-key: $CHANNEL3_API_KEY" \
  -H "content-type: application/json" \
  -d '{
  "query": "Ragstock products",
  "filters": {
    "brand_ids": [
      "SmQ2"
    ]
  },
  "limit": 20
}'
from channel3_sdk import Channel3

client = Channel3()

products = client.search.perform(
    query="Ragstock products",
    filters={"brand_ids": ["SmQ2"]},
    limit=20,
)
import Channel3 from "@channel3/sdk";

const client = new Channel3();

const products = await client.search.perform({
  query: "Ragstock products",
  filters: {
    brand_ids: ["SmQ2"],
  },
  limit: 20,
});

What the product data includes

Normalized product titles

Clean, comparable titles across merchants and storefronts.

Brand and categories

Stable identifiers for filtering, deduplication, and analytics.

Images and product metadata

Hero images, product IDs, category signals, and merchant context.

Live prices and availability

Current offer data so agents do not recommend stale products.

Merchant URLs

Direct product links from retailers and marketplaces.

Affiliate-ready offers

Monetizable links and commission-aware offer selection where available.

Sample Ragstock products

A preview of the products available through the Channel3 Ragstock product data API.

90s Jacket 10819
Ragstock
90s Jacket 10819
$25
Green Bay Packers Sweatshirt (1990s)
Ragstock
Green Bay Packers Sweatshirt (1990s)
$40
Vintage Zone Defense 80s Sweater (1980s)
Ragstock
Vintage Zone Defense 80s Sweater (1980s)
$40
Vintage Kauai, Hawaii T-shirt (1988)
Ragstock
Vintage Kauai, Hawaii T-shirt (1988)
$35
Truman State Mesh Jersey
Ragstock
Truman State Mesh Jersey
$15
Vintage Illinois Illini Bomber Jacket (1980s)
Ragstock
Vintage Illinois Illini Bomber Jacket (1980s)
$50
Brown Knitted Sweater Vest
Ragstock
Brown Knitted Sweater Vest
$15
Vintage Milano Short
Ragstock
Vintage Milano Short
$40
Black Ugly Christmas Cardigan 60214
Ragstock
Black Ugly Christmas Cardigan 60214
$30
Maglieria S. Teresa 80s Sweater
Ragstock
Maglieria S. Teresa 80s Sweater
$28
Beaded Birds & Buttons Sweater
Ragstock
Beaded Birds & Buttons Sweater
$30
Christmas Tree Ugly Christmas Sweater Vest 62094
Ragstock
Christmas Tree Ugly Christmas Sweater Vest 62094
$30
Vintage Floral Green Zip Up Lightweight Jacket
Ragstock
Vintage Floral Green Zip Up Lightweight Jacket
$35
Vintage Detroit Red Wings Sweatshirt 10033
Ragstock
Vintage Detroit Red Wings Sweatshirt 10033
$30
Vintage Pink Prairie Dress (1980s) 905
Ragstock
Vintage Pink Prairie Dress (1980s) 905
$70
Vintage Button Up Shirt 208
Ragstock
Vintage Button Up Shirt 208
$7
Vintage Born To Shop T-shirt (1980s)
Ragstock
Vintage Born To Shop T-shirt (1980s)
$25
Sleigh Ride Ugly Christmas Sweater 60222
Ragstock
Sleigh Ride Ugly Christmas Sweater 60222
$40
Vintage White Christmas Sweatshirt
Ragstock
Vintage White Christmas Sweatshirt
$20
Black Button Front Erika Tank
Ragstock
Black Button Front Erika Tank
$11
90s Jacket 10527
Ragstock
90s Jacket 10527
$20
Vintage Garth Brooks Against The Grain T-shirt (1991)
Ragstock
Vintage Garth Brooks Against The Grain T-shirt (1991)
$25
St. Louis Rams 6 Panel Velcro Ball Cap
Ragstock
St. Louis Rams 6 Panel Velcro Ball Cap
$14
Striped Denim Jacket
Ragstock
Striped Denim Jacket
$30

A structured response for apps and agents

Results are ready for search interfaces, ranking pipelines, product cards, and AI agent tool calls.

{
  "products": [
    {
      "id": "prod_01H...",
      "title": "Ragstock sample product",
      "brand": {
        "name": "Ragstock"
      },
      "category_ids": [
        "xoN"
      ],
      "images": [
        {
          "url": "https://..."
        }
      ],
      "offers": [
        {
          "merchant_domain": "example.com",
          "price": 128,
          "currency": "USD",
          "availability": "InStock",
          "url": "https://..."
        }
      ]
    }
  ],
  "next_page_token": "eyJwYWdlIjoyfQ..."
}

Common use cases

AI shopping agents

Let users ask for products naturally, then return structured candidates your agent can rank and explain.

Affiliate search

Build product discovery experiences with merchant URLs and affiliate-aware offer data.

Marketplace search

Power fast, filterable product search without maintaining retailer-specific scraping pipelines.

Catalog enrichment

Map sparse product records to normalized brands, categories, images, and live merchant offers.

Frequently asked questions

How do I find Ragstock product data?

Use the Channel3 search endpoint with a brand filter. The response includes normalized products, images, prices, availability, and merchant URLs.

Can I use this data in an AI shopping agent?

Yes. Channel3 is designed for product discovery workflows where an app or agent needs structured product results from many merchants.

Do results include price and stock?

Product offers include price, currency, availability, merchant domain, and product URLs when those fields are available.

Can I monetize product links?

Channel3 returns merchant URLs and can use affiliate-ready offer selection where commission data is available.

Explore product data categories

Browse broader product data APIs related to brand-scoped product search and AI shopping agent workflows.

More brand product data APIs

Compare this brand feed with other large brand catalogs available through Channel3.

Build with Ragstock product data

Start with 1,000 free searches every month. No credit card required.

Every product on the internet, in one API.

Get paid to build the future of shopping.

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In-store

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Online

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Agentic Commerce

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