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Retro Stage logoRetro Stage product data API

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

Agentic commerce demo

Try a Retro Stage-only AI shopping agent

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

Do you work at Retro Stage?

Looking to drive more AI sales? Channel3 can help Retro Stage 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 Retro Stage products.

Find any Retro Stage 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": "Retro Stage products",
  "filters": {
    "brand_ids": [
      "niYq"
    ]
  },
  "limit": 20
}'
from channel3_sdk import Channel3

client = Channel3()

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

const client = new Channel3();

const products = await client.search.perform({
  query: "Retro Stage products",
  filters: {
    brand_ids: ["niYq"],
  },
  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 Retro Stage products

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

Pink 1950s Strawberry Mesh Swing Dress
Retro Stage
Pink 1950s Strawberry Mesh Swing Dress
$38
1950s Square Neck Short Sleeves Dress - Black
Retro Stage
1950s Square Neck Short Sleeves Dress - Black
$28
Green 1950s Christmas Halter Polka Dots Mesh Dress
Retro Stage
Green 1950s Christmas Halter Polka Dots Mesh Dress
$45
Blue 1950s Spaghetti Strap Floral Belted Dress
Retro Stage
Blue 1950s Spaghetti Strap Floral Belted Dress
$32
Brick Red 1940s Striped Lapel Romper - Xxl / 14
Retro Stage
Brick Red 1940s Striped Lapel Romper - Xxl / 14
$37
Light Blue 1950s Ruffles Strap Ditsy Floral Dress
Retro Stage
Light Blue 1950s Ruffles Strap Ditsy Floral Dress
$25
Beige 1950s Solid Spaghetti Straps Smocked Romper
Retro Stage
Beige 1950s Solid Spaghetti Straps Smocked Romper
$31
Pink 1950s Floral Lace Swing Dress
Retro Stage
Pink 1950s Floral Lace Swing Dress
$39
1930s Butterfly Button Patchwork Jumpsuit - Wine Red/l / 8
Retro Stage
1930s Butterfly Button Patchwork Jumpsuit - Wine Red/l / 8
$41
[plus Size] Wine Red 1960s Flannelette V-neck Dress
Retro Stage
[plus Size] Wine Red 1960s Flannelette V-neck Dress
$39
Blue 1970s Shimmery Halter Pearl One-piece Swimsuit
Retro Stage
Blue 1970s Shimmery Halter Pearl One-piece Swimsuit
$27
Dark Khaki 1950s Solid Flared Pants
Retro Stage
Dark Khaki 1950s Solid Flared Pants
$25
Black 1980s Gothic Steampunk Skull Bikini Set
Retro Stage
Black 1980s Gothic Steampunk Skull Bikini Set
$27
1930s Solid Cross Neck Halter Fishtail Dress - Dark Green
Retro Stage
1930s Solid Cross Neck Halter Fishtail Dress - Dark Green
$33
1950s Solid Color Lapel Slim Coat - Gray/m / 4~6
Retro Stage
1950s Solid Color Lapel Slim Coat - Gray/m / 4~6
$61
Pure Cotton Beige 1940s Puff Sleeves Floral Dress
Retro Stage
Pure Cotton Beige 1940s Puff Sleeves Floral Dress
$38
Rose Red 1930s Halter Hollow Floral Dress
Retro Stage
Rose Red 1930s Halter Hollow Floral Dress
$29
Vintage Solid Buckle Ruched Chunky Heels Boots - Brown
Retro Stage
Vintage Solid Buckle Ruched Chunky Heels Boots - Brown
$58
1960s Solid Wrinkle Puff Tulip Hem Dress - Green
Retro Stage
1960s Solid Wrinkle Puff Tulip Hem Dress - Green
$35
Halloween Solid Lace Gothic Ruffle Skirt - S / 4~6
Retro Stage
Halloween Solid Lace Gothic Ruffle Skirt - S / 4~6
$38
[plus Size] 1940s Surplice V-neck Belted Floral Dress - White
Retro Stage
[plus Size] 1940s Surplice V-neck Belted Floral Dress - White
$34
1950s Snowflake Fur Collar Christmas Dress - Deep Red
Retro Stage
1950s Snowflake Fur Collar Christmas Dress - Deep Red
$29
Green 1930s Plaid Keyhole Neck Belted Jumpsuit
Retro Stage
Green 1930s Plaid Keyhole Neck Belted Jumpsuit
$48
Dark Blue 1930s Spaghetti Strap Stripes Jumpsuit - Xxl / 14
Retro Stage
Dark Blue 1930s Spaghetti Strap Stripes Jumpsuit - Xxl / 14
$35

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": "Retro Stage sample product",
      "brand": {
        "name": "Retro Stage"
      },
      "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 Retro Stage 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 Retro Stage 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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