Converse Scraper

Converse data, powered by Bright Data.

This repository provides two approaches to accessing Converse data at scale:

Method 1: Bright Data Converse Scraper API (Recommended) - A fully managed, enterprise-grade scraping API that handles proxies, CAPTCHAs, and scaling automatically.
Method 2: Bright Data Converse Datasets - Ready-to-download, pre-collected Converse datasets, no scraping required.

Why Use Bright Data for Converse Scraping?

Converse scraping comes with several challenges:

Rate Limiting: Converse monitors request frequency and may block IPs that exceed limits.
CAPTCHA Detection: Automated access may trigger CAPTCHA challenges.
Authentication Barriers: Some data requires login and the platform detects automated attempts.
Dynamic Content Loading: JavaScript-rendered content is difficult to scrape with simple HTTP requests.
IP Blocking: Repeated requests from the same IP may result in blocks.

Bright Data's Converse Scraper API solves these problems with:

✅ Built-in rotating proxies: Bypass IP-based rate limits automatically
✅ CAPTCHA solving: Handles bot detection without any extra setup
✅ Structured data output: Receive clean JSON ready for analysis
✅ No infrastructure needed: Cloud-managed scraping at any scale
✅ 99.9% uptime SLA: Reliable data collection for business-critical workflows

Method 1: Bright Data Converse Scraper API

The Bright Data Converse Scraper API is a fully managed solution requiring zero infrastructure setup.

Getting Started with the Converse Scraper API

Sign up for a free Bright Data account
Navigate to the Converse Scraper API
Get your API token from the dashboard
Install the requests library: pip install requests
Run any of the scripts in converse_scraper_api_codes/

1. Converse Data

Collect data from Converse Products.

Input Parameters

Field	Type	Required	Description
`url`	string	Yes	The URL of the Converse item to scrape
`limit`	integer	No	Maximum number of results to return
`include_errors`	boolean	No	Include error details in the response
`notify`	url	No	Webhook URL to notify when collection is complete
`format`	enum	No	Output format: `JSON`, `NDJSON`, `JSON Lines`, `CSV`

Sample Response

{
  "additional_image_urls": [
    "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwb1a54b4c/images/a_08/A15970C_A_08X1.jpg?sw=406\u0026strip=false",
    "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dw1fdc63ab/images/c_08/A15970C_C_08X1.jpg?sw=406\u0026strip=false",
    "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwdc1c7409/images/e_08/A15970C_E_08X1.jpg?sw=406\u0026strip=false",
    "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwe2edca66/images/d_08/A15970C_D_08X1.jpg?sw=406\u0026strip=false",
    "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwf9241d29/images/b_08/A15970C_B_08X1.jpg?sw=406\u0026strip=false",
    "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwbe83ae13/images/f_08/A15970C_F_08X1.jpg?sw=406\u0026strip=false"
  ],
  "availability": "in_stock",
  "brand": "Converse",
  "category_tree": [
    {
      "name": "Women",
      "url": "https://www.converse.com/shop/womens"
    },
    {
      "name": "Womens Shoes",
      "url": "https://www.converse.com/shop/womens-shoes"
    }
  ],
  "category_urls": [
    "https://www.converse.com/shop/womens",
    "https://www.converse.com/shop/womens-shoes"
  ],
  "description": "The shoe you love. Re-crafted with premium canvas and comfort.",
  "group_id": "162056MP",
  "image_url": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwb1a54b4c/images/a_08/A15970C_A_08X1.jpg?sw=406\u0026strip=false",
  "item_id": "A15970F",
  "listing_has_variations": true,
  "price": "$95.00",
  "product_category": "Women \u003e Womens Shoes",
  "return_policy": "https://www.converse.com/c/return-policy.html",
  "return_window": 30,
  "review_count": 2104,
  "reviews": [
    {
      "content": "The 70s version is much more comfortable than the Classic Chuck All Stars. The insole in the 70s has thicker padding. This is my second pair of 70s, purchased in classic black/black/egret. The fit for all All Stars is long and narrow for a given size. I wish I could get a wider version, since I have a high instep and need more room (volume) over the instep for a given size.",
      "max_rating": 5,
      "min_rating": 1,
      "rating": 5,
      "review_id": null,
      "title": "Very comfortable, with a better insole"
    },
    {
      "content": "Very nice and versatile pair of chucks. \"Review Sweepstakes\"",
      "max_rating": 5,
      "min_rating": 1,
      "rating": 5,
      "review_id": null,
      "title": "Versatile"
    },
    {
      "content": "It\u2019s been years since I had a pair of Converse All-Stars in red so I decided to buy a new pair. These seem to be better than my original pair in that they have more support in the soles. The leather patch on the sides brings back some good memories. They fit well and I expect to get some long wear out of them.",
      "max_rating": 5,
      "min_rating": 1,
      "rating": 5,
      "review_id": null,
      "title": "Better than my originals"
    },
    {
      "content": "Love these originals! These never fail to disappoint and match with everything. Always have a pair on deck",
      "max_rating": 5,
      "min_rating": 1,
      "rating": 5,
      "review_id": null,
      "title": "Love these originals"
    },
    {
      "content": "Converse are my go to sneaker for any occasion. I can be dressed in a pantsuit and they give just enough to add alittle edge. There\u0027s a pair for every occasion.....Trust!!!!",
      "max_rating": 5,
      "min_rating": 1,
      "rating": 5,
      "review_id": null,
      "title": "The business casual edge everyone needs"
    },
    {
      "content": "The color is really awesome, the looks really amazing great fit!",
      "max_rating": 5,
      "min_rating": 1,
      "rating": 5,
      "review_id": null,
      "title": "Classic and Comfortable"
    }
  ],
  "seller_privacy_policy": "https://www.converse.com/c/privacy-policy",
  "seller_tos": "https://www.converse.com/c/terms-of-use.html",
  "seller_url": "https://www.converse.com/",
  "star_rating": 4.7,
  "store_country": "US",
  "store_name": "Converse",
  "target_countries": [
    "US"
  ],
  "title": "Chuck 70 Canvas",
  "url": "https://www.converse.com/on/demandware.store/Sites-ConverseUS-Site/default/Product-Variation?pid=162056MP\u0026dwvar_162056MP_size=120\u0026dwvar_162056MP_color=murky%20waters%20blue%2fegret%2fblack\u0026dwvar_162056MP_width=standard\u0026styleNo=A15970F\u0026pdp=true\u0026buyrec=false",
  "variant_attributes": [
    {
      "name": "Color",
      "value": "Murky Waters Blue/Egret/Black"
    },
    {
      "name": "Size",
      "value": "Men\u0027s 12 / Women\u0027s 14"
    }
  ],
  "variant_id": "A15970F",
  "variants": [
    {
      "variant_options": [
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwebbc33fe/images/a_107_white/162050C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "162050C",
          "option_name": "Black/Black/Egret",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dw11acf679/images/a_107_white/162056C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "162056C",
          "option_name": "White/Garnet/Egret",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwbef5b203/images/a_107_white/168928C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "168928C",
          "option_name": "Black/Almost Black/Black",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dw63b104fd/images/a_107_white/162053C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "162053C",
          "option_name": "Parchment Brown/Garnet/Egret",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dw1272aea7/images/a_107_white/164945C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "164945C",
          "option_name": "Obsidian Blue/Egret/Black",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwffeb75fe/images/a_107_white/164944C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "164944C",
          "option_name": "Enamel Red/Egret/Black",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dw678ecefe/images/a_107_white/A15971C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "A15971F",
          "option_name": "Thyme Again Green/Egret/Black",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dwa82f40ff/images/a_107_white/A15970C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "A15970F",
          "option_name": "Murky Waters Blue/Egret/Black",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dw73e9003d/images/a_107_white/A15968C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "A15968F",
          "option_name": "Cherry Balm Pink/Egret/Black",
          "option_price": null
        },
        {
          "image": "https://www.converse.com/dw/image/v2/BCZC_PRD/on/demandware.static/-/Sites-cnv-master-catalog/default/dw8d83da68/images/a_107_white/A15969C_A_107X1_White.jpg?sw=71",
          "in_stock": null,
          "option_id": "A15969F",
          "option_name": "Hay Day Brown/Egret/Black",
          "option_price": null
        }
      ],
      "variant_type": "Color"
    },
    {
      "variant_options": [
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 3 / Women\u0027s 5",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 3.5 / Women\u0027s 5.5",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 4 / Women\u0027s 6",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 4.5 / Women\u0027s 6.5",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 5 / Women\u0027s 7",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 5.5 / Women\u0027s 7.5",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 6 / Women\u0027s 8",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 6.5 / Women\u0027s 8.5",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 7.5 / Women\u0027s 9.5",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 8 / Women\u0027s 10",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 9.5 / Women\u0027s 11.5",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 10 / Women\u0027s 12",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 11 / Women\u0027s 13",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 12 / Women\u0027s 14",
          "option_price": null
        },
        {
          "image": null,
          "in_stock": null,
          "option_id": null,
          "option_name": "Men\u0027s 13 / Women\u0027s 15",
          "option_price": null
        }
      ],
      "variant_type": "Size"
    }
  ]
}

👉 View Full Python Code

Method 2: Bright Data Converse Datasets

For use cases where you need ready-to-use data without writing any scraping code, the Bright Data Converse Dataset offers pre-collected, regularly updated data available for instant download.

Why use the dataset instead of the API?

📦 Instant access: No setup, no code, no waiting for collection
🔄 Regularly updated: Fresh data refreshed on a consistent schedule
📊 Multiple formats: Download as JSON, JSONL, or CSV
🌍 Massive scale: Millions of records across all major Converse categories
✅ Fully compliant: Ethically sourced and legally cleared data

👉 Explore the Converse Dataset

Data Collection Approaches

Feature	Bright Data Scraper API	Bright Data Datasets
Setup required	API token only	None
Real-time data	✅ Yes	❌ Pre-collected
Custom queries	✅ Full control	❌ Fixed schema
Proxies included	✅ Built-in rotating	N/A
CAPTCHA solving	✅ Automatic	N/A
Scale	Unlimited	Unlimited
Structured output	✅ JSON / NDJSON / JSON Lines / CSV	✅ JSON / JSONL / CSV
Support	Enterprise 24/7	Enterprise 24/7

🔗 Learn more: https://brightdata.com/products/web-scraper/converse

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
converse_scraper_api_codes		converse_scraper_api_codes
Proxies and scrapers GitHub bonus banner.png		Proxies and scrapers GitHub bonus banner.png
README.md		README.md
converse_data.json		converse_data.json
requirements.txt		requirements.txt

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Converse Scraper

Table of Contents

Why Use Bright Data for Converse Scraping?

Method 1: Bright Data Converse Scraper API

Getting Started with the Converse Scraper API

1. Converse Data

Input Parameters

Sample Response

Method 2: Bright Data Converse Datasets

Data Collection Approaches

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Converse Scraper

Table of Contents

Why Use Bright Data for Converse Scraping?

Method 1: Bright Data Converse Scraper API

Getting Started with the Converse Scraper API

1. Converse Data

Input Parameters

Sample Response

Method 2: Bright Data Converse Datasets

Data Collection Approaches

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