Best Buy Canada Product Scraper

Collect product listings from Best Buy Canada using search keywords. Retrieve structured product information, including product names, SKUs, descriptions, customer ratings, prices, categories, images, and product URLs. Export your results as JSON, CSV, or Excel.

What It Does

This actor collects Best Buy Canada product search results and organizes them into structured dataset records. Each record contains product details, pricing information, and customer rating data when available. Duplicate products are automatically skipped.

Supported Modes

• Search Products: Find Best Buy Canada products using a keyword and collect matching product records.

Input Example

{
  "query": "laptop",
  "lang": "en-CA",
  "maxItems": 50,
  "requestDelayMs": 1000
}

Input Parameters

Field	Type	Default	Description
mode	string	search	Search mode. Only search is supported.
query	string	laptop	Product keyword to search for.
lang	string	en-CA	Language and locale for search results.
maxItems	integer	100	Maximum number of successful product records.
requestDelayMs	integer	1000	Delay between requests in milliseconds.
userAgent	string	ActorResearch/1.0	User-Agent header for requests.
timeoutSecs	integer	300	Overall run timeout in seconds.
requestTimeoutSecs	integer	30	Timeout for individual requests.
proxyConfiguration	object	Proxy off	Optional proxy configuration.

Output Example

{
  "sku": "19889758",
  "name": "Acer Aspire Lite 15.6\" Laptop - Intel N150 - 8GB DDR4 - 128GB eMMC - Windows 11 - Silver",
  "shortDescription": "The Acer Aspire Lite 15.6\" laptop brings impressive everyday performance...",
  "customerRating": 4.08,
  "customerRatingCount": 13,
  "customerReviewCount": 13,
  "productUrl": "https://www.bestbuy.ca/en-ca/product/acer-aspire-lite-15-6-laptop-intel-n150-8gb-ddr4-128gb-emmc-windows-11-silver/19889758",
  "regularPrice": 499.99,
  "salePrice": 399.99,
  "categoryName": "Windows Laptops",
  "thumbnailImage": "https://multimedia.bbycastatic.ca/multimedia/products/150x150/198/19889/19889758.jpg",
  "scrapedAt": "2026-10-26T00:00:00+00:00"
}

Output Fields

Field	Description
sku	Unique product SKU.
name	Product name or title.
shortDescription	Short product description.
customerRating	Average customer rating.
customerRatingCount	Number of customer ratings.
customerReviewCount	Number of customer reviews.
productUrl	Product detail page URL.
regularPrice	Regular product price.
salePrice	Promotional or discounted price.
categoryName	Product category name.
thumbnailImage	Product thumbnail image URL.
scrapedAt	Date and time the record was collected.

Use Cases

• Product Research: Collect Best Buy Canada product listings for specific keywords.
• Price Monitoring: Compare regular and promotional prices across repeated searches.
• Customer Rating Analysis: Review product ratings and customer feedback counts.
• Catalog Building: Create structured product datasets for different categories.
• Data Analysis: Export product information for spreadsheets and dashboards.

FAQ

What products can this actor collect?

It collects Best Buy Canada product listings matching your search keywords.

Can I search for different product categories?

Yes. Use keywords such as laptops, smartphones, televisions, cameras, or headphones in the query field.

Does the actor collect product prices?

Yes. It includes regular prices in regularPrice and promotional prices in salePrice when available.

Does the output include customer ratings?

Yes. It collects customer rating values, rating counts, and review counts when available.

Can I select the search language?

Yes. Use the lang parameter to specify the language and locale, such as en-CA.

Does the actor remove duplicate products?

Yes. Product records are deduplicated using their SKU.

What export formats are supported?

You can export results as JSON, CSV, Excel, and other supported Apify dataset formats.

Can I schedule automatic searches?

Yes. You can use Apify Schedules to refresh product datasets automatically.

What happens when a request fails?

The actor records failed requests as error rows and continues processing other requests.

Trademark Notice

Best Buy is a trademark of its respective owner. This actor is an independent tool, and its name is used solely to identify the compatible Canadian storefront. It is not affiliated with or endorsed by Best Buy.

Disclaimer

This actor is provided for independent data collection and research purposes. Users are responsible for ensuring that their activities comply with applicable laws, website policies, and content licensing requirements.

Is Web Scraping Legal?

This actor collects publicly accessible Best Buy Canada product listing information without bypassing login screens, paywalls, or technical security measures. How collected information can be used depends on applicable laws and the source website's policies.

• Personal Data: Product listings generally contain product information, but any personal data included in results must be handled in accordance with applicable privacy laws.
• Copyright and Licensing: Product descriptions, images, and other content may be copyrighted. Avoid unauthorized reproduction or redistribution.
• Platform Terms and Rate Limits: Respect applicable website policies and use reasonable request intervals.
• Disclaimer: This information is general guidance, not legal advice. Consult a qualified professional if you need legal advice.

Is web scraping legal?