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Bugatchi logoBugatchi product data API

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

Agentic commerce demo

Try a Bugatchi-only AI shopping agent

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

Do you work at Bugatchi?

Looking to drive more AI sales? Channel3 can help Bugatchi 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
C3

Hello! I'm an AI shopping assistant powered by the Channel3 API, and I'm scoped to Bugatchi products.

Find any Bugatchi 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": "Bugatchi products",
  "filters": {
    "brand_ids": [
      "dHdA"
    ]
  },
  "limit": 20
}'
from channel3_sdk import Channel3

client = Channel3()

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

const client = new Channel3();

const products = await client.search.perform({
  query: "Bugatchi products",
  filters: {
    brand_ids: ["dHdA"],
  },
  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 Bugatchi products

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

Vintage 00s Bugatchi Paisley Pattern Oversized Long Sleeve Shirt - L
Bugatchi
Vintage 00s Bugatchi Paisley Pattern Oversized Long Sleeve Shirt - L
£45
Ball Games Mid-calf Socks
Bugatchi
Ball Games Mid-calf Socks
$15
Tropical Mid-calf Socks
Bugatchi
Tropical Mid-calf Socks
$25
Miles Floral Ooohcotton Short-sleeve Shirt
Bugatchi
Miles Floral Ooohcotton Short-sleeve Shirt
$159
James Diamond Print Ooohcotton Shirt
Bugatchi
James Diamond Print Ooohcotton Shirt
$179
Victor Confetti Print Ooohcotton Polo
Bugatchi
Victor Confetti Print Ooohcotton Polo
$149
Geometric Mid-calf Socks
Bugatchi
Geometric Mid-calf Socks
$25
Bicycle Mid-calf Socks
Bugatchi
Bicycle Mid-calf Socks
$25
Cosmo Dolphin Swim Trunks
Bugatchi
Cosmo Dolphin Swim Trunks
$99
Anthony Cocktail Ooohcotton Quarter-zip Pullover
Bugatchi
Anthony Cocktail Ooohcotton Quarter-zip Pullover
$179
Cocktail Glass Mid-calf Socks
Bugatchi
Cocktail Glass Mid-calf Socks
$28
James Checkered Ooohcotton Shirt
Bugatchi
James Checkered Ooohcotton Shirt
$179
James Abstract Print Ooohcotton Shirt
Bugatchi
James Abstract Print Ooohcotton Shirt
$179
Three-pair Assorted Sock Box
Bugatchi
Three-pair Assorted Sock Box
$70
Striped Mid-calf Socks
Bugatchi
Striped Mid-calf Socks
$25
Orson Pin Striped Short Sleeve Linen Shirt
Bugatchi
Orson Pin Striped Short Sleeve Linen Shirt
$75
Geometric Mid-calf Socks
Bugatchi
Geometric Mid-calf Socks
$19
Melange Herringbone Full Zip Sweater
Bugatchi
Melange Herringbone Full Zip Sweater
$298
Long Sleeve Crew Neck
Bugatchi
Long Sleeve Crew Neck
$63
Miles Paisley Print Ooohcotton Short Sleeve Shirt
Bugatchi
Miles Paisley Print Ooohcotton Short Sleeve Shirt
$159
Abstract Mid-calf Socks
Bugatchi
Abstract Mid-calf Socks
$25
Devon Solid Ooohcotton Shirt
Bugatchi
Devon Solid Ooohcotton Shirt
$199
Cable Stripe Mid-calf Socks
Bugatchi
Cable Stripe Mid-calf Socks
$25
Geometric Mid-calf Socks
Bugatchi
Geometric Mid-calf Socks
$25

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": "Bugatchi sample product",
      "brand": {
        "name": "Bugatchi"
      },
      "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 Bugatchi 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 Bugatchi 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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