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Bluebella logoBluebella product data API

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

Agentic commerce demo

Try a Bluebella-only AI shopping agent

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

Do you work at Bluebella?

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

Find any Bluebella 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": "Bluebella products",
  "filters": {
    "brand_ids": [
      "7rad"
    ]
  },
  "limit": 20
}'
from channel3_sdk import Channel3

client = Channel3()

products = client.search.perform(
    query="Bluebella products",
    filters={"brand_ids": ["7rad"]},
    limit=20,
)
import Channel3 from "@channel3/sdk";

const client = new Channel3();

const products = await client.search.perform({
  query: "Bluebella products",
  filters: {
    brand_ids: ["7rad"],
  },
  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 Bluebella products

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

Marisa Embroidered Sheer Bra Pink - 30a
Bluebella
Marisa Embroidered Sheer Bra Pink - 30a
$24
Marabel Detachable Thigh Garter Cherry
Bluebella
Marabel Detachable Thigh Garter Cherry
$17
Trinity Thong Black
Bluebella
Trinity Thong Black
$30
Peyton Perizoma In Pizzo Nero
Bluebella
Peyton Perizoma In Pizzo Nero
€28
Leonora Bügel-bh In Weiß/transparent - 65a
Bluebella
Leonora Bügel-bh In Weiß/transparent - 65a
€59
Katerine Bügel-bh In Schwarz/perlweiß/transparent - 65a
Bluebella
Katerine Bügel-bh In Schwarz/perlweiß/transparent - 65a
€19
Bluebella Marseille Suspender In Black
Bluebella
Bluebella Marseille Suspender In Black
£26
Harriet Öko Bh Schwarz/transparent - 65d
Bluebella
Harriet Öko Bh Schwarz/transparent - 65d
€37
Naomi Thong Black
Bluebella
Naomi Thong Black
$22
Geneva Embroidered Longline Bra Cherry
Bluebella
Geneva Embroidered Longline Bra Cherry
$58
Ariana Satin Strappy Bra Red
Bluebella
Ariana Satin Strappy Bra Red
$62
Geneva Embroidered Longline Bra Cherry
Bluebella
Geneva Embroidered Longline Bra Cherry
$58
Lucerne Plunge Bikini Top Blue
Bluebella
Lucerne Plunge Bikini Top Blue
A$28
Marli Diamond Lattice Bra Gold - Xs/s
Bluebella
Marli Diamond Lattice Bra Gold - Xs/s
A$205
Soutien-gorge Transparent Brodé Vermont Bleu Eau Glacée - 80b
Bluebella
Soutien-gorge Transparent Brodé Vermont Bleu Eau Glacée - 80b
€69
Crystal Perizoma Trasparente - M/l
Bluebella
Crystal Perizoma Trasparente - M/l
€90
Odette Floral Balcony Bra Black/summer Green
Bluebella
Odette Floral Balcony Bra Black/summer Green
$37
Flyn Embroidered Thong Black
Bluebella
Flyn Embroidered Thong Black
A$50
Serenity Reggiseno Longuette Con Ferretto Corallo/trasparente
Bluebella
Serenity Reggiseno Longuette Con Ferretto Corallo/trasparente
€45
Porte-jarretelles Marabel Rose Perle - 36
Bluebella
Porte-jarretelles Marabel Rose Perle - 36
€44
Irena Brief Surf The Web Blue - 12
Bluebella
Irena Brief Surf The Web Blue - 12
A$20
Rafaela String Schwarz - 36
Bluebella
Rafaela String Schwarz - 36
€13
Mandra Reggiseno Nero - 0d
Bluebella
Mandra Reggiseno Nero - 0d
€30
Plain Leg/lace Top Hold Ups Black - L
Bluebella
Plain Leg/lace Top Hold Ups Black - L
A$32

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": "Bluebella sample product",
      "brand": {
        "name": "Bluebella"
      },
      "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 Bluebella 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 Bluebella 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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Online

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Agentic Commerce

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