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ASTR The Label logoASTR The Label product data API

Structured ASTR The Label product data for developers building search, recommendations, and AI shopping agents.

Agentic commerce demo

Try a ASTR The Label-only AI shopping agent

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

Do you work at ASTR The Label?

Looking to drive more AI sales? Channel3 can help ASTR The Label 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
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Hello! I'm an AI shopping assistant powered by the Channel3 API, and I'm scoped to ASTR The Label products.

Find any ASTR The Label 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": "ASTR The Label products",
  "filters": {
    "brand_ids": [
      "tbqY"
    ]
  },
  "limit": 20
}'
from channel3_sdk import Channel3

client = Channel3()

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

const client = new Channel3();

const products = await client.search.perform({
  query: "ASTR The Label products",
  filters: {
    brand_ids: ["tbqY"],
  },
  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 ASTR The Label products

A preview of the products available through the Channel3 ASTR The Label product data API.

Scalloped Trim Sweater Shorts - Brown / Xl
ASTR The Label
Scalloped Trim Sweater Shorts - Brown / Xl
$45
Tristan V-neck Self-tie Godet Mini Dress
ASTR The Label
Tristan V-neck Self-tie Godet Mini Dress
$99
Astr - Bea Tie-front Top
ASTR The Label
Astr - Bea Tie-front Top
$72
Emese Dress - Pink Purple Floral/xl
ASTR The Label
Emese Dress - Pink Purple Floral/xl
$188
Mara Dress - S
ASTR The Label
Mara Dress - S
$99
Astr The Label Cabana Crochet Top
ASTR The Label
Astr The Label Cabana Crochet Top
$20
Astr The Label Neissa Slip Dress
ASTR The Label
Astr The Label Neissa Slip Dress
$158
Preston Shorts - L
ASTR The Label
Preston Shorts - L
$109
Simran Collared V-neck Ruched Top - Navy/xs
ASTR The Label
Simran Collared V-neck Ruched Top - Navy/xs
$49
Florianne Satin Maxi Dress - Champagne/s
ASTR The Label
Florianne Satin Maxi Dress - Champagne/s
$90
Trisha Square Neck Midi Dress
ASTR The Label
Trisha Square Neck Midi Dress
$168
Lesly Gingham Pleated Bustier Top - S
ASTR The Label
Lesly Gingham Pleated Bustier Top - S
$109
Nakia Bow Detail Cropped Top
ASTR The Label
Nakia Bow Detail Cropped Top
$109
Quillie Pleated Bermuda Shorts - Navy / M
ASTR The Label
Quillie Pleated Bermuda Shorts - Navy / M
$119
Lidia Dress
ASTR The Label
Lidia Dress
$178
Blossom Lace Hem Midi Skirt - Ivory/xs
ASTR The Label
Blossom Lace Hem Midi Skirt - Ivory/xs
$109
Sicily Dress
ASTR The Label
Sicily Dress
$83
Savana Faux Croc Leather Skirt - Brown/xl
ASTR The Label
Savana Faux Croc Leather Skirt - Brown/xl
$83
Halcyon Floral 3d Flower Appliqué Midi Dress - Xs
ASTR The Label
Halcyon Floral 3d Flower Appliqué Midi Dress - Xs
$188
Makiya Dress
ASTR The Label
Makiya Dress
$178
Ascella Sweetheart Pleated Midi Dress
ASTR The Label
Ascella Sweetheart Pleated Midi Dress
$188
Linsey Striped Wide Leg Linen Pants - Blue Stripe / Xl
ASTR The Label
Linsey Striped Wide Leg Linen Pants - Blue Stripe / Xl
$89
Scalloped Crewneck Cardigan - Brown/s
ASTR The Label
Scalloped Crewneck Cardigan - Brown/s
$79
Collete Sweater
ASTR The Label
Collete Sweater
£80

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": "ASTR The Label sample product",
      "brand": {
        "name": "ASTR The Label"
      },
      "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 ASTR The Label 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 ASTR The Label 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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channel 2

Online

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channel 3

Agentic Commerce

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