Ulta Advanced Scraper: Extract Comprehensive Product Data from Ulta

The Ulta Advanced Scraper is a high-performance tool designed to extract detailed product data from Ulta Beauty, one of the largest beauty and cosmetics retailers. Whether you're a beauty industry analyst, e-commerce entrepreneur, or researcher, this scraper enables you to collect valuable product information, customer reviews, pricing trends, and more with ease.

🚀 What Does the Ulta Scraper Do?

1. Extract Detailed Product Information

Scrape comprehensive product details, including:

• Product Name, Brand, Description, All Product Details, Price (Regular & Discounted), Ratings, Reviews, Questions, Availability, and more.

• Retrieve historical pricing data to track promotions and discounts.

2. Scrape Category Pages

Provide a category URL, and the scraper will:

• Automatically navigate through all product pages.

• Enqueue product URLs.

• Extract detailed data for each listed item.

3. Search for Products

Specify a search keyword, and the scraper will return:

• The most relevant product listings based on Ulta's search engine.

• Sorted results based on best sellers, highest-rated, price range, or newest arrivals.

4. Collect Reviews & Ratings

Gather detailed customer feedback, including:

• Ratings, Review Titles, Comments, Date of Submission, Verified Purchase Status, and Reviewer Name.

• Access rating distribution and sentiment analysis data.

5. Extract Questions & Answers

Scrape the Q&A section from product pages to gather:

• Common customer queries and brand responses.

• Insights into customer concerns and frequently asked questions.

6. Filter Products Based on Custom Criteria

Scrape only products that match your specific requirements:

• Minimum price, Maximum price, Minimum rating (1-5), On Sale only, and Gift with Purchase only.

7. Export Data in Multiple Formats

Download extracted data in:

• JSON, CSV, Excel, or HTML for further analysis or integration.

💼 Who Should Use the Ulta Scraper?

1. Beauty Industry Analysts

• Conduct market research by gathering pricing, discounts, and customer preferences.

• Monitor trends in top-selling beauty products and emerging brands.

• Analyze customer sentiment based on ratings and reviews.

2. E-commerce Entrepreneurs & Retailers

• Track competitor pricing strategies to optimize your own.

• Identify popular and trending products for inventory planning.

• Source products at discounted rates for reselling.

3. Digital Marketers & SEO Specialists

• Extract high-demand product keywords and customer queries.

• Analyze customer sentiment for better marketing campaigns.

• Monitor price fluctuations for dynamic pricing strategies.

4. Data Analysts & Business Intelligence Teams

• Structure extracted data for sales forecasting and reporting.

• Detect patterns in customer purchasing behavior.

• Generate insights for business decision-making.

⚙️ How to Use the Ulta Scraper?

You need to specify a scrape type using one of the following fields: search, category_url, or product_urls.

• If you choose "category", provide the category_url.

• If you choose "product", provide the product_urls (list of product links).

• If you choose "search", provide the search field with a keyword.

Additionally, you can sort results by given input, filter results by min-max price, minimum rating, and promotional offers.

🛠️ Input Examples

• Example for Scraping a Category:

1{
2  "scrape_type": "category",
3  "category_url": "https://www.ulta.com/shop/skincare",
4  "sort_by": "best_sellers",
5  "min_price": 20,
6  "max_price": 100,
7  "get_reviews": true,
8  "max_reviews_per_product": 500,
9  "on_sale": true,
10  "gift_with_purchase": false
11}

• Example for Scraping Specific Products:

1{
2  "scrape_type": "product",
3  "product_urls": [
4    "https://www.ulta.com/p/foundation-pimprod2021001",
5    "https://www.ulta.com/p/mascara-pimprod2022025"
6  ],
7  "get_reviews": true,
8  "max_reviews_per_product": 100,
9  "get_questions": true
10}

• Example for Scraping a Search Result:

1{
2  "scrape_type": "search",
3  "search": "serum",
4  "sort_by": "top_rated",
5  "min_rating": 4
6}

📊 Output Example

Each extracted product will have the following data structure:

1{
2  "name": "Hydrating Face Serum",
3  "brand": "Luxury Skincare Co.",
4  "price": {
5    "regular_price": 50.0,
6    "discounted_price": 40.0,
7    "discount": "20%",
8    "currency": "usd"
9  },
10  "images": [
11    "https://images.ulta.com/product/serum-1.jpg",
12    "https://images.ulta.com/product/serum-2.jpg"
13  ],
14  "view_count_last_24_hours": 500,
15  "special_offers": ["Gift with Purchase"],
16  "product_info": {
17    "description": "A lightweight serum infused with vitamins and minerals for deep hydration.",
18    "features": ["Cruelty-free", "Vegan"],
19    "product_details": "Full Details",
20    "how_to_use": "How to use text",
21    "ingredients": "Ingredients text",
22    "restrictions": "Restrictions text",
23    "product_link": "https://www.ulta.com/p/hydrating-face-serum",
24    "sku_id": "000000"
25  },
26  "review_data": {
27    "rating": 4.2,
28    "rating_count": 100,
29    "rating_distribution": {
30      "1": 10,
31      "2": 20,
32      "3": 20,
33      "4": 10,
34      "5": 40
35    },
36    "recommended_percent": 90.0,
37    "review_count": 100,
38    "scraped_review_count": 100,
39    "native_review_count": 50,
40    "positive_labels": [
41      {
42        "label": "Even Application",
43        "count": 100
44      },
45      {
46        "label": "Great Color Selection",
47        "count": 93
48      }
49    ],
50    "negative_labels": [
51      {
52        "label": "Wears Off Easily",
53        "count": 23
54      }
55    ]
56  },
57  "reviews": [
58    {
59      "title": "Amazing",
60      "review": "This serum transformed my skin. Highly recommend!",
61      "bottom_line": "Yes",
62      "rating": 5,
63      "reviewed_by": "user",
64      "reviewed_at": "2025-01-15T02:09:56",
65      "location": "Vancouver, wa",
66      "is_verified_buyer": false,
67      "is_staff_reviewer": false,
68      "is_verified_reviewer": false,
69      "helpful_score": 100,
70      "helpful_votes": 5,
71      "not_helpful_votes": 2,
72      "media": ["https://www.ulta.com/hydrating-face-serum-media-1.png"]
73    }
74  ],
75  "question_data": {
76    "question_count": 20,
77    "scraped_question_count": 20
78  },
79  "questions": [
80    {
81      "question": "Does this be useful?",
82      "asked_by": "user",
83      "asked_at": "2025-01-13T23:56:24",
84      "answer_count": 1,
85      "answers": [
86        {
87          "answer": "Hello and thanks for reaching out!",
88          "answered_by": "expert",
89          "answered_at": "2025-01-15T21:12:01",
90          "helpful_votes": 3,
91          "not_helpful_votes": 1,
92          "author_type": "EXPERT",
93          "is_expert": true,
94          "is_verified": false
95        }
96      ]
97    }
98  ]
99}

⚖️ Is it Legal to Scrape Ulta?

• Our scrapers are designed to be ethical, collecting only publicly available data. They do not extract private user information such as emails, addresses, or personal identifiers. However, web scraping is subject to legal considerations such as GDPR and other privacy laws. Ensure your use case is compliant with applicable regulations.

• For more information, refer to Apify's blog post on the legality of web scraping.

📢 Ready to Start Scraping?

Simply run the Ulta Advanced Scraper on Apify and start collecting valuable beauty product data today! 🚀