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",
  "date_utc": "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, or a product has no reviews yet, the run still succeeds with 0 results and its status message says why (and which scraper fits the store's review app)
• Product ID is automatically extracted from Shopify pages
• Yotpo lists up to 10,000 reviews per sort order, so one store or product returns at most about 20,000 reviews (the newest and the oldest 10,000), each review once

Pricing

Pay per result: $0.80 per 1,000 reviews plus a small Actor start fee ($0.0025 per GB of memory, one event per run). A 5,000-review export costs about $4. Volume users on higher Apify plans pay less per review.

🤝 Feedback & Feature Requests

I actively maintain this actor. Found a bug or need a field? Open an issue on the Issues tab with the store URL.

🎯 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. The run's status message tells you which, and names the right scraper when the store uses another review app.

Can I scrape more than 100 reviews?

Absolutely! Just change the maxReviews parameter in your input to whatever number you need, or set it to 0 for all available reviews (up to about 20,000 per store or product).

Is this scraper safe to use?

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

🔗 Related Scrapers

Need another review app? The Shopify review scraper for Stamped.io, REVIEWS.io, Junip, Fera, Opinew and Rivyo auto-detects the review app (Judge.me, Loox, Yotpo, Okendo and the six above) from a store or product URL and returns the same unified output.

Using different review platforms? Check out my other Shopify scrapers:

• Universal Shopify Review Scraper - Automatically detects platform and extracts all reviews.
• Judge.me Reviews Scraper - Dedicated scraper for Shopify stores using Judge.me.
• Loox Reviews Scraper - Dedicated scraper for Shopify stores using Loox.
• Okendo Reviews Scraper - Dedicated scraper for Shopify stores using Okendo.
• TikTok Shop Scraper: TikTok Shop reviews, star ratings and product data, up to 25,000 reviews per product. Same review schema.

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Built with ❤️ for the Apify community