Yotpo Reviews Scraper for Shopify stores 🌟

Extract customer reviews from any Shopify store using Yotpo. Perfect for competitor analysis, product research, or monitoring your own reviews.

🚀 Quick Start

Just provide a store URL and hit run. The scraper automatically detects whether you want:

• All reviews from the store (site-wide mode)
• Reviews for a specific product (product-specific mode)

That's it! No configuration needed.

📥 Input

Start URLs (required)

• Site-wide: https://store.com or store.com
• Product-specific: https://store.com/products/product-name

Max Reviews (optional, default: 100)

• How many reviews to scrape per URL

📤 Output

Each review contains detailed fields:

{
  "id": "123456789",
  "title": "Great product!",
  "content": "Full review text here...",
  "score": 5,
  "votes_up": 2,
  "votes_down": 0,
  "created_at": "2023-10-27T10:00:00.000Z",
  "product_id": "987654321",
  "source_url": "https://store.com/products/product-name",
  "user": {
    "display_name": "Customer Name",
    "type": "User"
  },
  "images": ["https://image-url.com/1.jpg"],
  "videos": ["https://video-url.com/video.mp4"],
  "verified_buyer": true,
  "sentiment": 0.98,
  "custom_fields": {
    "Age": "25-34 years old",
    "Height": "5 ft 5 in (165 cm)",
    "Weight": "120-129 lbs (55-59 kg)",
    "Fit": 2,
    "Size Ordered": "Size 4"
  },
  "product_variants": {
    "Size": "US 6",
    "Color": "Brown Pinstripe"
  },
  "country": {
    "code": "US",
    "label": "🇺🇸 United States"
  },
  "language": "en",
  "is_incentivized": false,
  "topics": {
    "fit": "I'm usually a 6 and I got an 8 which fits perfectly."
  },
  "comment": null
}

Field Descriptions

• id - Unique Yotpo review ID
• title - Review headline/summary
• content - Full review text
• score - Star rating (1-5)
• votes_up / votes_down - Vote counts from other customers
• created_at - Review submission timestamp (ISO 8601)
• product_id - Shopify product ID
• source_url - URL where the review was found
• user.display_name - Reviewer's name
• user.type - User classification (e.g., User)
• images - Array of customer photo URLs
• videos - Array of customer video URLs
• verified_buyer - Boolean: purchased the product
• sentiment - AI sentiment score (-1 to 1, higher = more positive)
• custom_fields - Reviewer-provided custom data (e.g., Age, Height, Weight, Fit, Size Ordered)
• product_variants - Product variant details (e.g., Size, Color)
• country - Reviewer's country with code and label
• language - Language of the review (e.g., "en")
• is_incentivized - Boolean: whether the review was incentivized
• topics - AI-extracted topics/themes with relevant sentences
• comment - Store's response to the review (if any)

✨ Features

• Smart Mode Detection - Automatically detects if you want site-wide or product-specific reviews
• Complete Data - Gets everything: scores, verified status, images, timestamps, sentiment
• Reliable - Includes intelligent fallback mechanisms to handle tough sites
• Fast - Uses Yotpo APIs directly, no browser overhead
• Pagination - Automatically handles multi-page results

💡 Use Cases

• Competitor Research - See what customers say about competing products
• Product Insights - Understand customer sentiment before entering a market
• Review Monitoring - Track reviews for your own products
• Data Analysis - Export for sentiment analysis or ML training
• Market Research - Analyze trends across multiple stores

⚠️ Important Notes

• Only works for stores using Yotpo as their review platform
• If a store doesn't use Yotpo, the actor completes successfully with 0 results (won't fail)
• Product ID is automatically extracted from Shopify pages

💰 Pricing

$7/month flat fee - unlimited runs, unlimited reviews

🤝 Feedback & Feature Requests

I'm actively maintaining this actor and happy to add features you need. Just reach out!

📧 stanvanrooy6@gmail.com

Whether it's additional data fields, filtering options, or integration with other platforms - let me know and I'll build it.

🎯 Example Usage

Scrape all reviews from a store:

{
  "startUrls": [
    { "url": "https://www.brooklinen.com" }
  ],
  "maxReviews": 100
}

Scrape reviews for a specific product:

{
  "startUrls": [
    { "url": "https://www.brooklinen.com/products/luxe-core-sheet-set" }
  ],
  "maxReviews": 50
}

❓ FAQ

Does this work with any Shopify store?

Yes, as long as the store uses Yotpo for their reviews! If a store uses a different app (like Judge.me), this scraper won't find any data.

Why did I get 0 results?

This usually means either the store doesn't use Yotpo, or the specific product URL you provided has no reviews yet.

Can I scrape more than 100 reviews?

Absolutely! Just change the maxReviews parameter in your input to whatever number you need.

Is this scraper safe to use?

Yes! We use efficient API calls that mimic normal traffic patterns to ensure reliability and safety.

🔗 Related Scrapers

Using Judge.me instead of Yotpo?
Check out the Judge.me Reviews Scraper for Shopify stores using Judge.me as their review platform.

Using Loox instead of Yotpo?
Check out the Loox Reviews Scraper for Shopify stores using Loox as their review platform.

Using Okendo instead of Yotpo?
Check out the Okendo Reviews Scraper for Shopify stores using Okendo as their review platform.

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Built with ❤️ for the Apify community