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Ulta Reviews Actor Scraper API

XCrawl's Ulta Reviews Actor Scraper API is your ultimate review scraper for extracting high-quality customer reviews from Ulta. Bypass parsing headaches and blocks to scrape reviews, product details, and ratings effortlessly. Ideal for review scraping, scrape product reviews, and building robust reviews API integrations with JSON outputs.

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What Can You Build With Ulta Reviews Actor Scraper API Scraper?

Build sentiment-powered review analysis tools by scraping customer reviews and verified purchase data. Track competitor insights with scrape online reviews for pricing history and ratings. Create custom datasets for machine learning using reviews scraper to extract reviews, engagement metrics, and product variants from Ulta searches.

XCrawl

Real-Time Review Extraction

Access fresh Ulta reviews via RESTful reviews API endpoints, delivering structured JSON datasets for instant review analysis and scraper review integration in Python or Node.js applications.

XCrawl

Scalable Scraping Infrastructure

Handle millions of scrape reviews requests with auto-scaling proxies and async processing, ensuring reliable web scraping reviews python workflows without IP bans or downtime.

XCrawl

Rich Data Fields

Get comprehensive JSON outputs including reviewer profiles, ratings, text, and media URLs—perfect for reviews analysis scrape, dataset review building, and advanced review crawler features.

XCrawl

Easy SDK Integration

Plug into your stack with pre-built libraries for Python, delivering fast scraper API review performance for extract reviews, comments, and threaded replies from Ulta platforms.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available Ulta Reviews Actor Scraper API Scrapers

Access the most commonly used Ulta Reviews Actor Scraper API data types — fully structured, consistently formatted, and production-ready.

review scraper

Targeted endpoint to pull all customer reviews for Ulta products with full text and metadata.

Scraping method:
  • review_id
  • rating
  • review_text
  • review_date
  • verified_purchase
  • reviewer_name
  • images

scrape reviews

Batch extract reviews across multiple Ulta products or categories for bulk review scraping.

Scraping method:
  • product_id
  • review_count
  • average_rating
  • top_reviews
  • sentiment_score
  • review_url
  • thumbs_up

product reviews scraper

Scrape detailed product reviews including variants, pricing, and engagement metrics from Ulta listings.

Scraping method:
  • asin_equiv
  • product_title
  • price
  • reviews_list
  • verified_status
  • reply_count
  • media_urls

scrape product reviews

Fetch historical and current product reviews with timestamps for trend analysis.

Scraping method:
  • product_sku
  • review_timestamp
  • review_title
  • body_text
  • rating_stars
  • helpful_votes
  • images

scrape customer reviews

Extract user-specific reviews and profiles for comprehensive customer sentiment datasets.

Scraping method:
  • user_id
  • user_bio
  • review_history
  • total_reviews
  • avg_user_rating
  • profile_image

reviews scraper

Search-based scraper for keyword-driven Ulta reviews and ranking data extraction.

Scraping method:
  • search_query
  • ranking_position
  • matched_products
  • review_snippets
  • category_path

Ulta Reviews Actor Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for developers building custom web scraping reviews python scripts.

  • XCrawl
    Python SDK
    Use our official Python client for async review scraper requests and seamless JSON parsing.
  • XCrawl
    Node.js Support
    Leverage lightweight Node wrappers for high-throughput scrape reviews and real-time processing.
  • XCrawl
    Webhook Callbacks
    Receive instant notifications on scrape completion for efficient review analysis pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code review scraping without writing a single line of code.

  • XCrawl
    Visual Selector
    Point-and-click to select Ulta reviews fields for custom dataset review exports.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scrape product reviews to maintain fresh data feeds.
  • XCrawl
    CSV/Excel Export
    Download ready-to-analyze reviews analysis scrape results in multiple formats instantly.

Code examples

Retrieve Ulta Reviews Actor Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the Ulta Reviews Actor Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This reviews scraper transformed our sentiment analysis—fast scraping reviews with top dataset quality and easy Python integration.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Perfect for scrape product reviews on Ulta; accurate data reviews and reliable scraper API review performance saved us weeks.

Sarah Chen
Sarah Chen
Product Manager
★★★★★
5.0

Seamless web scraping reviews python setup. Extract reviews effortlessly for our review analysis tool.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Love the scrape reviews API—built competitor tracking dashboards with rich reviews scraping data overnight.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
4.9

Outstanding dataset review quality from this review scraper; powers our advanced reviews analysis scrape models.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Scrape customer reviews has never been easier—JSON outputs are flawless for quick insights.

Lisa Patel
Lisa Patel
E-commerce Analyst
★★★★★
4.7

Robust scraper reviews tool with excellent uptime; integrated reviews api in hours for our platform.

Jordan Lee
Jordan Lee
CTO
★★★★★
5.0

Website review scraper excellence—gathered massive scrape online reviews for campaign optimization.

Rachel Green
Rachel Green
Marketing Lead
★★★★★
4.9

Scalable crawler reviews handling; no issues with high-volume review scraping demands.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Best reviews analysis tool—precise extract reviews and export features boosted our reporting.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This reviews scraper transformed our sentiment analysis—fast scraping reviews with top dataset quality and easy Python integration.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Perfect for scrape product reviews on Ulta; accurate data reviews and reliable scraper API review performance saved us weeks.

Sarah Chen
Sarah Chen
Product Manager
★★★★★
5.0

Seamless web scraping reviews python setup. Extract reviews effortlessly for our review analysis tool.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Love the scrape reviews API—built competitor tracking dashboards with rich reviews scraping data overnight.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
4.9

Outstanding dataset review quality from this review scraper; powers our advanced reviews analysis scrape models.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Scrape customer reviews has never been easier—JSON outputs are flawless for quick insights.

Lisa Patel
Lisa Patel
E-commerce Analyst
★★★★★
4.7

Robust scraper reviews tool with excellent uptime; integrated reviews api in hours for our platform.

Jordan Lee
Jordan Lee
CTO
★★★★★
5.0

Website review scraper excellence—gathered massive scrape online reviews for campaign optimization.

Rachel Green
Rachel Green
Marketing Lead
★★★★★
4.9

Scalable crawler reviews handling; no issues with high-volume review scraping demands.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Best reviews analysis tool—precise extract reviews and export features boosted our reporting.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This reviews scraper transformed our sentiment analysis—fast scraping reviews with top dataset quality and easy Python integration.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Perfect for scrape product reviews on Ulta; accurate data reviews and reliable scraper API review performance saved us weeks.

Sarah Chen
Sarah Chen
Product Manager
★★★★★
5.0

Seamless web scraping reviews python setup. Extract reviews effortlessly for our review analysis tool.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Love the scrape reviews API—built competitor tracking dashboards with rich reviews scraping data overnight.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
4.9

Outstanding dataset review quality from this review scraper; powers our advanced reviews analysis scrape models.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Scrape customer reviews has never been easier—JSON outputs are flawless for quick insights.

Lisa Patel
Lisa Patel
E-commerce Analyst
★★★★★
4.7

Robust scraper reviews tool with excellent uptime; integrated reviews api in hours for our platform.

Jordan Lee
Jordan Lee
CTO
★★★★★
5.0

Website review scraper excellence—gathered massive scrape online reviews for campaign optimization.

Rachel Green
Rachel Green
Marketing Lead
★★★★★
4.9

Scalable crawler reviews handling; no issues with high-volume review scraping demands.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Best reviews analysis tool—precise extract reviews and export features boosted our reporting.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This reviews scraper transformed our sentiment analysis—fast scraping reviews with top dataset quality and easy Python integration.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Perfect for scrape product reviews on Ulta; accurate data reviews and reliable scraper API review performance saved us weeks.

Sarah Chen
Sarah Chen
Product Manager
★★★★★
5.0

Seamless web scraping reviews python setup. Extract reviews effortlessly for our review analysis tool.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Love the scrape reviews API—built competitor tracking dashboards with rich reviews scraping data overnight.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
4.9

Outstanding dataset review quality from this review scraper; powers our advanced reviews analysis scrape models.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Scrape customer reviews has never been easier—JSON outputs are flawless for quick insights.

Lisa Patel
Lisa Patel
E-commerce Analyst
★★★★★
4.7

Robust scraper reviews tool with excellent uptime; integrated reviews api in hours for our platform.

Jordan Lee
Jordan Lee
CTO
★★★★★
5.0

Website review scraper excellence—gathered massive scrape online reviews for campaign optimization.

Rachel Green
Rachel Green
Marketing Lead
★★★★★
4.9

Scalable crawler reviews handling; no issues with high-volume review scraping demands.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Best reviews analysis tool—precise extract reviews and export features boosted our reporting.

Nina Sokolov
Nina Sokolov
BI Analyst
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the Ulta Reviews Actor Scraper API architecture work?
Powered by headless browsers and ML parsers, it sends targeted requests to Ulta, extracts data into JSON, and delivers via REST endpoints or webhooks for seamless integration.
What factors determine the pricing model?
Pricing scales by crawl credits used, based on page complexity, request volume, and data volume—affordable pay-per-result with volume discounts available.
What data coverage and limitations should I expect?
Full coverage of public Ulta reviews, products, and search results; excludes private/logged-in data. High success rate >98% with occasional retries for edge cases.
Is this compliant and legal for scraping Ulta reviews?
We only access and provide public data responsibly, respecting robots.txt and rate limits—users should ensure their use complies with local laws and terms.
What integration support do you offer?
Comprehensive docs, SDKs for Python/Node.js, API playground, and Slack support for custom setups, plus sample code for review scraper workflows.

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