Advanced Ulta Reviews Scraper

Ulta Reviews Scraper The Ulta Reviews Scraper collects all reviews for products listed on Ulta.com. It extracts detailed review information including user info, rating, content, media, and helpfulness metrics. ## 🔹 Features ## Review Metadata ugc_id / review_id / internal_review_id – unique identifiers for each review. created_date / updated_date – timestamps for review creation and last update. locale – language/region of the review. source – source type (e.g., syndicated). ## User Information nickname – reviewer username. location – reviewer location. is_verified_buyer – whether the user purchased the product. is_verified_reviewer – whether the reviewer is verified. is_staff_reviewer – whether the reviewer is Ulta staff. ## Review Content headline – review title. comments – main review text. rating – star rating (1–5). media – array of images or videos uploaded with the review. bottom_line – summary recommendation (Yes/No). properties – optional product properties mentioned. Helpfulness Metrics helpful_votes / not_helpful_votes – votes from other users. helpful_score – computed score for usefulness. ## Brand Information brand_name – name of the brand. brand_base_url – link to the brand website. brand_logo_uri – brand logo image URL. Product Association product_page_id – identifier for the product page. ## Output json { "ugc_id": 565779909, "legacy_id": 427496837, "review_id": 565779909, "internal_review_id": 427496837, "media": [], "comments": "I have very sensitive skin and use Moisture Surge because it works. Also, it doesn't cause breakouts or clogged pores. It leaves my skin looking healthy and clean. Love this product!", "headline": "Outstanding moisturizer!", "brand_base_url": "http://www.clinique.com/", "brand_logo_uri": "/images_merchants/logos/78517_logo_small.png", "brand_name": "Clinique US", "nickname": "KazooMel", "properties": [], "locale": "en_US", "source": "syndicated", "location": "Michigan", "created_date": "2025-10-13 03:51:02.068000", "updated_date": "2025-10-13 03:51:04.390000", "bottom_line": "Yes", "product_page_id": "pimprod2021615", "helpful_votes": 0, "not_helpful_votes": 0, "rating": 5, "helpful_score": 1514, "is_staff_reviewer": false, "is_verified_buyer": false, "is_verified_reviewer": true }, ## 🔹 Use Cases #### Sentiment Analysis Analyze user opinions on specific products or brands. Identify positive and negative feedback trends. #### Product Research & Development Find common product complaints and improvement suggestions. Discover which product features users like most. #### Market Intelligence Monitor competitors’ product reviews and ratings. Track brand perception across different regions. #### Customer Engagement & Retention Identify loyal customers or influencers from review patterns. Respond to feedback proactively to improve customer satisfaction. #### Content & Marketing Strategy Highlight top-rated products and positive reviews in campaigns. Use review insights to create product-focused content. #### E-commerce Optimization Integrate verified reviews into product pages for social proof. Analyze review trends to optimize inventory and sales strategy. #### Brand Trust Analysis Track verified vs. unverified reviewer patterns. Monitor helpfulness votes to gauge trustworthiness of reviews. ## 🛟 SUPPORT Share your runs with the developer team and create issues on error to help us improve actor quality. You might discover edge case we didn't test yet We stay available anytime