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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.

Astr - Allexina Printed Tie Shoulder Midi Dress - M
ASTR The Label
Astr - Allexina Printed Tie Shoulder Midi Dress - M
$180
Astr - Conetta Knit Pullover Sweater - M
ASTR The Label
Astr - Conetta Knit Pullover Sweater - M
$67
Astr - Jackeline Asymmetrical Scarf Cardigan - L
ASTR The Label
Astr - Jackeline Asymmetrical Scarf Cardigan - L
$91
Astr - Haniya Lace Bodysuit - S
ASTR The Label
Astr - Haniya Lace Bodysuit - S
$137
Astr Vinya Drop Waist Midi Dress Xs
ASTR The Label
Astr Vinya Drop Waist Midi Dress Xs
$221
Astr - Yaritza Crossover Linen Blend Vest - M
ASTR The Label
Astr - Yaritza Crossover Linen Blend Vest - M
$72
Katria Cardigan, Cheetah Print
ASTR The Label
Katria Cardigan, Cheetah Print
$77
Bailey Crochet Top
ASTR The Label
Bailey Crochet Top
$88
Astr - Asha Midi Skirt
ASTR The Label
Astr - Asha Midi Skirt
$46
Astr - Joyce Dress
ASTR The Label
Astr - Joyce Dress
$95
Torie Tie Detail Top
ASTR The Label
Torie Tie Detail Top
$98
Floral Tie-strap Dress
ASTR The Label
Floral Tie-strap Dress
$89
Mars Linen-cotton Vest
ASTR The Label
Mars Linen-cotton Vest
$128
Astr - Dyanna Crossover Halter Bodysuit - Xs
ASTR The Label
Astr - Dyanna Crossover Halter Bodysuit - Xs
$57
Astr Flynn Pintuck Pants
ASTR The Label
Astr Flynn Pintuck Pants
$85
Astr - Kyleigh Jacket - S
ASTR The Label
Astr - Kyleigh Jacket - S
$110
Astr - Torie Tie-front Top - M
ASTR The Label
Astr - Torie Tie-front Top - M
$91
Astr - Women's Elain Dress - L
ASTR The Label
Astr - Women's Elain Dress - L
$89
Astr - Lora Textured Off Shoulder Top
ASTR The Label
Astr - Lora Textured Off Shoulder Top
$42
Astr - Jackeline Asymmetrical Scarf Cardigan - Xs
ASTR The Label
Astr - Jackeline Asymmetrical Scarf Cardigan - Xs
$191
Astr - Mezcal Maxi Dress
ASTR The Label
Astr - Mezcal Maxi Dress
$108
Astr - Ashtyn Cardigan - L
ASTR The Label
Astr - Ashtyn Cardigan - L
$84
Astr Inaya Satin Rhinestone Embellished Top
ASTR The Label
Astr Inaya Satin Rhinestone Embellished Top
$74
Astr - Velvet Long-sleeve Corset Top With Smocked Back
ASTR The Label
Astr - Velvet Long-sleeve Corset Top With Smocked Back
$69

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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