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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 - Bea Tie-front Top
ASTR The Label
Astr - Bea Tie-front Top
$72
Sicily Dress
ASTR The Label
Sicily Dress
$83
Paislee Satin Pleated Peplum Top
ASTR The Label
Paislee Satin Pleated Peplum Top
$98
Makiya Midi Dress In Blue
ASTR The Label
Makiya Midi Dress In Blue
$178
Astr - Aphra Top - Xs
ASTR The Label
Astr - Aphra Top - Xs
$66
Astr - Meg Mini Dress - L
ASTR The Label
Astr - Meg Mini Dress - L
$87
Astr - Cindy Mini Dress
ASTR The Label
Astr - Cindy Mini Dress
$71
Astr Raevin Faux Leather Bomber Jacket
ASTR The Label
Astr Raevin Faux Leather Bomber Jacket
$111
Tionne Midi Dress
ASTR The Label
Tionne Midi Dress
$98
Astr Wynn Shorts
ASTR The Label
Astr Wynn Shorts
$140
Astr - Amber Puff Sleeve Top
ASTR The Label
Astr - Amber Puff Sleeve Top
$70
Astr - Citrine Linen Bow Front Midi Dress - S
ASTR The Label
Astr - Citrine Linen Bow Front Midi Dress - S
$109
Astr - Sebille Textured Fuzzy Knit Cardigan - L
ASTR The Label
Astr - Sebille Textured Fuzzy Knit Cardigan - L
$61
Astr - Dasia Embellished V-neck Sweater - Xs
ASTR The Label
Astr - Dasia Embellished V-neck Sweater - Xs
$76
Astr - Holly Velvet Off The Shoulder Bodysuit
ASTR The Label
Astr - Holly Velvet Off The Shoulder Bodysuit
$77
Astr - Deasia Strapless Mini Dress - Xs
ASTR The Label
Astr - Deasia Strapless Mini Dress - Xs
$103
Astr - Anora Vneck Pleated Tiered Maxi Dress - S
ASTR The Label
Astr - Anora Vneck Pleated Tiered Maxi Dress - S
$122
Astr - Nelly Jacket
ASTR The Label
Astr - Nelly Jacket
$134
Jovie Knit Dress
ASTR The Label
Jovie Knit Dress
$128
Astr - Ilaria Jacquard Midi Dress - M
ASTR The Label
Astr - Ilaria Jacquard Midi Dress - M
$106
Astr Aida Tie-front Top
ASTR The Label
Astr Aida Tie-front Top
$60
Astr - Natali One Shoulder Maxi Dress - M
ASTR The Label
Astr - Natali One Shoulder Maxi Dress - M
$125
Astr Samarra Ruched Crop Top M
ASTR The Label
Astr Samarra Ruched Crop Top M
$66
Astr - Eryn Crewneck Cardigan - S
ASTR The Label
Astr - Eryn Crewneck Cardigan - S
$64

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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