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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.

1950s Solid Lapel Floral Lace Tie Neck Jumpsuit
Retro Stage
1950s Solid Lapel Floral Lace Tie Neck Jumpsuit
$47
Pink 1950s Floral V-neck Dress - Pink/xxl / 14
Retro Stage
Pink 1950s Floral V-neck Dress - Pink/xxl / 14
$25
1930s Retro Halter Solid One-piece Swimsuit
Retro Stage
1930s Retro Halter Solid One-piece Swimsuit
$23
1970s Christmas Velvet Faux Fur Trim Halter Romper Set
Retro Stage
1970s Christmas Velvet Faux Fur Trim Halter Romper Set
$29
[plus Size] Black 1960s Solid Dolman Sleeve Loose Cover Up
Retro Stage
[plus Size] Black 1960s Solid Dolman Sleeve Loose Cover Up
$26
Brown Flannelette Patchwork Chunky Heel Boots
Retro Stage
Brown Flannelette Patchwork Chunky Heel Boots
$68
Black 1930s Floral Ruffled V-neck Pajama Set
Retro Stage
Black 1930s Floral Ruffled V-neck Pajama Set
$21
Black 1970s Mesh Off Shoulder Pearl Wrinkle Dress
Retro Stage
Black 1970s Mesh Off Shoulder Pearl Wrinkle Dress
$33
Dark Green 1940s Bow Spaghetti Strap Swimsuit
Retro Stage
Dark Green 1940s Bow Spaghetti Strap Swimsuit
$29
Light Blue 1940s Floral Shirt Neck Belt Dress
Retro Stage
Light Blue 1940s Floral Shirt Neck Belt Dress
$41
Multicolor 1940s Lemonis Print Midi Dress
Retro Stage
Multicolor 1940s Lemonis Print Midi Dress
$39
Orange 1970s Halloween Pumpkin Print Lace Halter Nightgown
Retro Stage
Orange 1970s Halloween Pumpkin Print Lace Halter Nightgown
$34
Black 1970s Plaid Cowl Neck Dress
Retro Stage
Black 1970s Plaid Cowl Neck Dress
$40
Dark Army Green 1950s Lapel Plaid Dress
Retro Stage
Dark Army Green 1950s Lapel Plaid Dress
$45
[plus Size] 1970s Rose Floral Steampunk Zipper Dress - Green
Retro Stage
[plus Size] 1970s Rose Floral Steampunk Zipper Dress - Green
$35
Fruit Gingham Plaid Retro Bow Headband - Orange Red
Retro Stage
Fruit Gingham Plaid Retro Bow Headband - Orange Red
$15
1930s Vintage Sequin Strapless Dress - Red
Retro Stage
1930s Vintage Sequin Strapless Dress - Red
$86
1970s Boho Halter Floral Belted Backless Dress
Retro Stage
1970s Boho Halter Floral Belted Backless Dress
$41
1940s Solid Cowl Neck Satin Back Cutout Dress - Light Blue
Retro Stage
1940s Solid Cowl Neck Satin Back Cutout Dress - Light Blue
$34
Red&white 1950s Halloween Blood Dress
Retro Stage
Red&white 1950s Halloween Blood Dress
$45
Christmas Fur And Leather Rhinestone Boots - Black
Retro Stage
Christmas Fur And Leather Rhinestone Boots - Black
$48
Apricot 1950s Floral Cross Straps Slit Nightgown
Retro Stage
Apricot 1950s Floral Cross Straps Slit Nightgown
$26
Green 1950s Leather Sleeveless Belted Dress
Retro Stage
Green 1950s Leather Sleeveless Belted Dress
$45
Red 1960s Christmas Velvet Double Layer Dress
Retro Stage
Red 1960s Christmas Velvet Double Layer Dress
$46

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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