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⭐ Shopperapproved Reviews · Apify Actor

Extract verified customer reviews, ratings, and feedback from ShopperApproved using clean, structured JSON output — ideal for reputation monitoring, sentiment analysis, and e-commerce intelligence.

Built and maintained by DataWizards.

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📌 What Is Shopperapproved Reviews?

The Shopperapproved Reviews Apify Actor allows you to programmatically scrape public customer reviews from ShopperApproved review endpoints. It collects detailed review metadata, including ratings, reviewer name, verification status, service/product scores, and timestamps — without manual effort.

This actor is designed for developers, analysts, SaaS teams, and e-commerce businesses who need reliable customer feedback data at scale.

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🧠 Key Features

• ✅ Extracts verified ShopperApproved reviews
• ✅ Structured, ready-to-use JSON output
• ✅ Includes overall, product, and customer service ratings
• ✅ Captures reviewer name, date, and full review text
• ✅ Supports Apify Proxy with RESIDENTIAL IPs
• ✅ Lightweight, fast, and scalable
• ✅ Ideal for automation and dashboards

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🛠️ Input Configuration

This actor requires Apify Proxy to ensure stable access and reduce blocking.

{
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}

🔐 Proxy Notes

• useApifyProxy must be set to true
• RESIDENTIAL proxy group is strongly recommended for consistency and accuracy

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📤 Output Example

The actor returns a structured JSON array like the following:

[
  {
    "url": "https://www.shopperapproved.com/reviews/1ereavenue.com/data/review-data",
    "review_id": "211568938",
    "rating": "4.0",
    "reviewer_name": "Annick Van Kalleveen-Morangier",
    "review_date": "2025-12-26 12:16:22",
    "review_text": "Satisfied with quality (I prefer the made in Canada to....) delivery on time.",
    "verified_purchase": "1",
    "address": "",
    "customer_service_rating": "5.0",
    "product_rating": "5.0",
    "product_feedbacks": [],
    "custom_feedbacks": []
  }
]

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📊 Data Fields Explained

Field	Description
url	Source ShopperApproved review endpoint
review_id	Unique review identifier
rating	Overall rating score
reviewer_name	Name of the reviewer
review_date	Review submission timestamp
review_text	Full customer feedback
verified_purchase	Indicates verified buyer (1 = verified)
customer_service_rating	Customer service score
product_rating	Product satisfaction score
product_feedbacks	Product-specific feedback array
custom_feedbacks	Custom review attributes (if available)

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🚀 Use Cases

• 🛒 Brand Reputation Monitoring – Track customer satisfaction over time
• 📈 Sentiment Analysis – Feed reviews into NLP or AI pipelines
• 🧩 E-commerce Intelligence – Analyze service vs product ratings
• 🧠 Market Research – Identify recurring customer pain points
• 🔄 Automation Pipelines – Integrate with CRMs, BI tools, or dashboards

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✅ Best Practices

• Always use RESIDENTIAL proxies for reliable results
• Schedule scraping during off-peak hours for large datasets
• Store review IDs to avoid duplicates
• Respect ShopperApproved’s public data usage policies
• Combine with analytics tools for deeper insights

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🤝 Support & Customization

Need custom fields, simplified output, or actor enhancements? DataWizards are always ready for you.

📩 Email: hello.datawizard@gmail.com ✉️ Email Subject: Shopperapproved Reviews Actor – Support Request 🔗 LinkedIn: https://linkedin.com/in/data-wizards-aa8080342

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🧰 Need Something More?

Whether you want:

• Custom review filters
• Simplified or normalized output
• New marketplaces supported
• Bug fixes or performance tuning

👉 DataWizards will build it for you.

For more custom/simplified outputs or bug reports, please contact: 📧 hello.datawizard@gmail.com ✉️ Subject: Custom Support – Shopperapproved Reviews Actor

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🐞 Feedback & Bug Reports

Found an issue or have a feature request?

📧 Email: hello.datawizard@gmail.com ✉️ Subject: Bug Report – Shopperapproved Reviews Actor Or report directly via Apify Issues.

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🏁 Start extracting trustworthy customer reviews with Shopperapproved Reviews —

your reliable solution for structured ShopperApproved review data.

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