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Best Buy Reviews Scraper

ReviewsMCP
Scrape product title, model, reviewer, review content, count, time, and number of reviews from Bestbuy by product details page URL.
Standard
Access Level
Run Mode
Free
Cost of Usage
2026/09/17
Last updated
Try it!

📌 What product ratings and customer feedback can you collect from Best Buy?

This template collects structured records from reviews pages, including Title, Model, SKU, Overall_Rating, Number_of_Reviews, Recommendation_Rate, Value_Rating, Quality_Rating, Ease_of_use_Rating, Account, Rating, Post_Time and other published output fields. It is useful for consumer-electronics brands, review analysts, product teams, and market researchers.

Data is collected from Best Buy. Best Buy is a consumer-electronics retailer whose product pages include specifications, ratings, and customer reviews.

💰 Pricing

This template is currently free of charge and has no per-line usage fee. Octoparse plan or resource limits may still apply.

📦 Output

Best Buy Reviews Scraper returns these fields:

  • Title
  • Model
  • SKU
  • Overall_Rating
  • Number_of_Reviews
  • Recommendation_Rate
  • Value_Rating
  • Quality_Rating
  • Ease_of_use_Rating
  • Account
  • Rating
  • Post_Time
  • Comment
  • Whether_to_Recommend
  • Helpful
  • Unhelpful
  • Page_URL
{
  "Title": "ASUS - 14\" Laptop - AMD A6-Series - 4GB Memory - AMD Radeon R4 - 500GB Hard Drive",
  "Model": "X441BA-CBA6A",
  "SKU": "6319978",
  "Overall_Rating": "3.9",
  "Number_of_Reviews": "474",
  "Recommendation_Rate": "4 out of 5",
  "Value_Rating": "4 out of 5",
  "Quality_Rating": "4 out of 5",
  "Ease_of_use_Rating": "4 out of 5",
  "Account": "Samm",
  "Rating": "3 out of 5 stars",
  "Post_Time": "May 18, 2019 2:09 AM",
  "Comment": "Decent laptop for everyday use, with enough hard disk storage and",
  "Whether_to_Recommend": "√",
  "Helpful": "0",
  "Unhelpful": "3",
  "Page_URL": "https://www.bestbuy.com/site/reviews/asus-14-laptop-amd-a6-series-4gb-memory-amd-radeon-r4-500gb-hard-drive/6319978?variant=A&skuId=6319978"
}

🎯 Use Cases

  • Use Number_of_Reviews, Comment to analyze customer or audience feedback and sentiment.
  • Use Helpful, Unhelpful to compare engagement and response signals.
  • Use Overall_Rating, Recommendation_Rate, Value_Rating to benchmark ratings and reputation.
  • Use Title to build and compare product, content, or menu catalogs.

🐙 Why Octoparse

  • Built for Best Buy: Takes the configured Product review page URLs (up to 10,000) input, opens each supplied URL and follows the configured page loops on Best Buy reviews pages, then emits structured rows containing fields such as Title, Model, SKU, Overall_Rating, Number_of_Reviews.
  • Inputs match the workflow: The form uses Product review page URLs (up to 10,000 entries).
  • Fields stay connected: Best Buy Reviews Scraper returns Title, Page_URL, Overall_Rating, Post_Time, and Model in the same structured dataset.
  • Ready for repeat use: After Best Buy Reviews Scraper runs locally or in the cloud, schedule eligible tasks and export the rows for spreadsheets, dashboards, APIs, or AI workflows.

📝 Input

Complete the following fields:

  • Product review page URLs (Required) — Enter the reviewsURL of the BestBuy product detail page for which you want to collect reviews. Up to 10,000 entries per run.

🚀 How to Use

  1. Open Best Buy Reviews Scraper and click Try it!.
  2. Complete Product review page URLs using the formats and limits shown in the Input section.
  3. Choose a local or cloud run in Octoparse and start the task.
  4. Review fields such as Title, Page_URL, and Overall_Rating, then export the rows in the format you need.

💡 Tips

  • Test one representative value in Product review page URLs before submitting a large batch to Best Buy Reviews Scraper.
  • Keep Page_URL in the export so every row can be traced to its originating input or page.

❓ FAQ

How many entries can Best Buy Reviews Scraper accept in Product review page URLs per run?

Enter up to 10,000 values in Product review page URLs per run.

Which Best Buy pages does Best Buy Reviews Scraper process?

The workflow is configured for review pages and returns fields such as Title, Page_URL, Overall_Rating, and Post_Time.

What can I use data from Best Buy Reviews Scraper for?

Use Number_of_Reviews, Comment to analyze customer or audience feedback and sentiment.

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