Groupon Search Scraper: Extract Local Deals & Offers Data

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What Is Groupon?

Groupon is a global e-commerce marketplace connecting millions of consumers with local deals on activities, dining, services, and products. The "Things to Do" section aggregates experiences, tours, entertainment, and lifestyle services across regions. Manually extracting deal data from Groupon's search results is tedious and error-prone — the Groupon Search Scraper automates this, turning deal listings into clean, structured datasets ready for analysis.

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Overview

The Groupon Search Scraper extracts deal and offer listings from Groupon's search and category pages, capturing comprehensive product and merchant data in a single run. It's built for:

• Deal aggregators building multi-source deal platforms
• Market researchers analyzing pricing trends and promotional strategies
• E-commerce analysts benchmarking competitor offers
• Travel & experience platforms sourcing local deals
• Business intelligence teams tracking merchant promotions

Key features include configurable item limits per page, resilient error handling, and detailed merchant and pricing data extraction.

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Input Format

The scraper accepts a JSON configuration to control which pages and how much data to collect:

{
  "urls": [
    "https://www.groupon.com/local/things-to-do"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Parameter	Type	Description
urls	Array	URLs of Groupon search/category pages (e.g., Things to Do, local search results). Accepts multiple URLs for batch processing.
max_items_per_url	Integer	Maximum number of deals to extract per URL (default: 20, max: 200). Higher values collect more comprehensive data but take longer.
ignore_url_failures	Boolean	If true, the scraper continues running if a URL fails (network error, page structure change). If false, the run stops on first failure. Recommended: true for stability.

Tip: For broad category pages like "Things to Do," start with max_items_per_url: 50 to sample data, then increase to 200 for full dataset collection.

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Output Format

Sample output

{
  "id": "mayhem-rage-arena-3",
  "uuid": "41df1581-6e95-4638-90a3-1519c06f11b6",
  "option_id": "aad1d99a-6de0-4d45-8fd4-21af35c1f4cc",
  "url": "https://www.groupon.com/deals/mayhem-rage-arena-3",
  "title": "Immersive Rage Room Sessions for Stress Release & Fun",
  "ad_id": null,
  "category_guid": "b31adf54-542d-438b-b76d-09c6aaceb4d7",
  "prices": {
    "__typename": "StandardDealCardPrices",
    "price": {
      "__typename": "StandardPrice",
      "formatted": [
        {
          "__typename": "FormattedPriceItem",
          "align_top": false,
          "value": "$",
          "strike_through": false,
          "small": false,
          "bold": true,
          "hideable": null
        },
        {
          "__typename": "FormattedPriceItem",
          "align_top": false,
          "value": "35",
          "strike_through": false,
          "small": false,
          "bold": true,
          "hideable": null
        }
      ],
      "amount": 3500,
      "currency_code": "USD",
      "currency_exponent": 2,
      "included_fees": 0,
      "suffix": null
    },
    "strike_through_price": {
      "__typename": "StandardPrice",
      "formatted": [
        {
          "__typename": "FormattedPriceItem",
          "align_top": false,
          "value": "$",
          "strike_through": true,
          "small": false,
          "bold": false,
          "hideable": null
        },
        {
          "__typename": "FormattedPriceItem",
          "align_top": false,
          "value": "65",
          "strike_through": true,
          "small": false,
          "bold": false,
          "hideable": null
        }
      ],
      "amount": 6500,
      "currency_code": "USD",
      "currency_exponent": 2,
      "included_fees": 0,
      "suffix": null
    },
    "total_price": null,
    "is_starting_price": false
  },
  "options": null,
  "display_options": {
    "__typename": "StandardDisplayOptions",
    "discount_enabled": true,
    "show_discount_percentage_badge": true,
    "show_redemption_locations": true,
    "show_price": true,
    "timer_enabled": true,
    "quantity_enabled": true,
    "merchandising_type": "other",
    "hide_price_on_logged_out": null
  },
  "merchant": {
    "__typename": "StandardDealCardMerchant",
    "name": "Mayhem Rage Arena in Anytown, USA",
    "rating": 4.88
  },
  "promotion": {
    "__typename": "StandardDealCardPromotion",
    "promo_code": "FUN",
    "expiration": "2026-07-01T23:59:00-07:00",
    "price": {
      "__typename": "StandardPrice",
      "formatted": [
        {
          "__typename": "FormattedPriceItem",
          "align_top": false,
          "value": "$",
          "strike_through": false,
          "small": false,
          "bold": true,
          "hideable": false
        },
        {
          "__typename": "FormattedPriceItem",
          "align_top": false,
          "value": "28",
          "strike_through": false,
          "small": false,
          "bold": true,
          "hideable": false
        }
      ],
      "amount": 2800,
      "currency_code": "USD",
      "currency_exponent": 2,
      "included_fees": 0,
      "suffix": null
    },
    "event": "referenceId:166900,eventName:,dealId:41df1581-6e95-4638-90a3-1519c06f11b6,inventoryProductId:61750323-9b08-4ed0-ae65-84721a99155f,discountAmount:7,discountCeiling:"
  },
  "limited_sale": null,
  "image_urls": {
    "__typename": "StandardDealCardImageUrls",
    "small": "https://img.grouponcdn.com/deal/G6JF4WdA9boKeVb8sbaUxY/3F-1000x600/v1/t200x300.webp",
    "medium": "https://img.grouponcdn.com/deal/G6JF4WdA9boKeVb8sbaUxY/3F-1000x600/v1/t300x182.webp",
    "large": "https://img.grouponcdn.com/deal/G6JF4WdA9boKeVb8sbaUxY/3F-1000x600/v1/t600x362.webp",
    "medium_all": [
      "https://img.grouponcdn.com/deal/G6JF4WdA9boKeVb8sbaUxY/3F-1000x600/v1/t300x182.webp"
    ],
    "base_url": "https://img.grouponcdn.com/deal/G6JF4WdA9boKeVb8sbaUxY/3F-1000x600"
  },
  "rating": {
    "__typename": "StandardDealCardRating",
    "value": 4.88,
    "count": 115
  },
  "badges": [
    {
      "__typename": "StandardDealCardBadge",
      "badge_type": "POPULAR_GIFT",
      "display_text": "Popular Gift",
      "icon_image_url": null
    }
  ],
  "discount_percentage": 46,
  "locations_summary": {
    "__typename": "StandardDealCardLocationsSummary",
    "total": 1,
    "closest": {
      "__typename": "StandardDealCardRedemptionLocation",
      "uuid": "b25fa0ff-000a-bb80-08fc-01978aa19ac4",
      "lat": 32.7129615,
      "lng": -97.0498437,
      "address": "East Arlington, Arlington",
      "name": "East Arlington"
    }
  },
  "icon": "VrHeadset",
  "flags": {
    "__typename": "StandardDealCardFlags",
    "is_coupon_deal": false,
    "is_getaways_bookable_deal": false,
    "is_getaways_deal": false,
    "is_gift_card_deal": false,
    "is_top_rated_deal": false
  },
  "invalidate_at": "2050-07-03T04:59:59Z",
  "from_url": "https://www.groupon.com/local/things-to-do"
}

Each deal extracted returns a rich record with 20 fields describing the offer, pricing, merchant, and engagement metrics:

Deal Identification

Field	Meaning
ID	Unique Groupon identifier for this deal/offer
UUID	Universally unique identifier (format: UUID v4)
Option ID	Unique identifier for the specific pricing/option tier of the deal
URL	Direct link to the deal page on Groupon
Ad ID	Advertising or tracking identifier (if applicable)

Core Deal Information

Field	Meaning
Title	Deal name/headline as displayed on the listing (e.g., "Cooking Class for Two")
Category GUID	Unique category identifier (e.g., "classes-workshops," "tours-attractions") — used to organize deals by type
Promotion	Brief promotional text or tagline accompanying the deal
Limited Sale	Boolean flag: true if the deal has limited-time or limited-quantity availability

Pricing & Value

Field	Meaning
Prices	Array of price tiers; typically includes original price, discounted price, and savings amount. Example: {"original": 100, "discounted": 50, "currency": "USD"}
Options	Deal variants or tiers (e.g., "1 pass," "2 passes," "Group rate"); includes pricing for each option
Display Options	Customer-facing option labels shown on the product page
Discount Percentage	Savings as a percentage (e.g., 50 for 50% off)

Merchant & Company Data

Field	Meaning
Merchant	Seller/business information: name, ratings, location, contact details, and business category
Locations Summary	Array of physical locations where the deal is valid (address, city, coordinates if available)

User Engagement & Trust Signals

Field	Meaning
Rating	Average customer rating (e.g., 4.5 out of 5 stars)
Badges	Trust badges, certifications, or special designations (e.g., "Verified Merchant," "Local Favorite")

Visual Assets

Field	Meaning
Image URLs	Array of image URLs for the deal (hero image, product photos, merchant branding)
Icon	Small icon or logo URL representing the deal category or merchant

Metadata & System Fields

Field	Meaning
Flags	System flags indicating special properties (e.g., "featured," "bestseller," "expiring-soon")
Invalidate At	Timestamp when the deal expires or becomes invalid; used to refresh data in downstream systems

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How to Use

1. Gather URLs — Navigate to Groupon, find the search or category page you want to scrape (e.g., "Things to Do" in your city), and copy the page URL.
2. Configure input — Paste the URL(s) into the urls array. For multiple cities or categories, add multiple URLs.
3. Set item limit — Choose max_items_per_url based on your needs:
   • 20–50 for quick sampling
   • 100–200 for comprehensive category snapshots
4. Run the scraper — Execute and monitor the run. Logs show progress, found items, and any failed URLs.
5. Export & integrate — Download results as JSON or CSV. Parse the Prices, Options, and Locations Summary arrays in downstream systems.

Best practices:

• Test with a single URL and smaller max_items_per_url first (e.g., 20) to verify output quality.
• Use ignore_url_failures: true when scraping multiple URLs to avoid interruptions.
• The scraper captures dynamic data; re-run periodically to track price changes and new deals.

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Use Cases & Business Value

Deal aggregators: Build price comparison platforms or deal discovery apps by combining Groupon with other deal sources.

Market intelligence: Track competitor pricing, promotional cadence, and seasonal deal trends in experiences and services.

Revenue optimization: Merchants can monitor peer pricing and adjust their Groupon offers strategically.

Travel & experience platforms: Auto-populate local activities and dining deals without manual curation.

Business analytics: Analyze merchant ratings, discount depth, and inventory (limited-sale data) to forecast market dynamics.

The Groupon Search Scraper eliminates manual browsing and copy-paste work, delivering deal data in minutes instead of hours — enabling faster market research and data-driven product decisions.

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Conclusion

The Groupon Search Scraper is your gateway to structured, scalable deal data. Whether building aggregators, tracking market trends, or powering analytics dashboards, this scraper transforms Groupon's deals into actionable business intelligence. Start scraping today and unlock competitive insights at scale.