Lowes Reviews Spider

The Lowes Reviews Spider is a powerful Apify Actor designed to scrape and extract customer reviews from Lowe's product pages efficiently and reliably. It enables users to gather detailed review data, including ratings, text, and metadata, for market research, competitive analysis, and more. By leveraging Scrapy, this Actor ensures high-speed data collection while respecting website policies.

Features

• Comprehensive Review Extraction: Captures full review details such as titles, text, ratings, submission times, and user information from Lowe's product pages.
• Flexible URL Input: Supports multiple product URLs in a single run, allowing batch processing of reviews.
• Configurable Item Limits: Set custom limits on the number of reviews to extract, optimizing for performance and data needs.
• High Reliability: Built with Scrapy for robust scraping, handling dynamic content and potential anti-bot measures.
• Structured JSON Output: Delivers clean, machine-readable data ideal for integration with analytics tools or databases.
• Verified Data Quality: Includes flags for verified purchasers and incentivized reviews to ensure authenticity.
• Fast Execution: Processes reviews quickly, suitable for large-scale data collection without excessive resource use.

Input Parameters

Parameter	Type	Required	Description	Example
Urls	array	No	A list of Lowe's product page URLs from which to scrape reviews. Each URL should point to a specific product page.	["https://www.lowes.com/pd/Midea-Midea-18-4-cu-ft-French-Door-Bottom-Freezer-in-Stainless-Steel/5015660303"]
ItemLimit	integer	No	The maximum number of reviews to extract per URL. Set to 0 for no limit.	20

Example Usage

Input JSON

{
  "Urls": [
    "https://www.lowes.com/pd/Midea-Midea-18-4-cu-ft-French-Door-Bottom-Freezer-in-Stainless-Steel/5015660303"
  ],
  "ItemLimit": 20
}

Output JSON

[
  {
    "productId": "5015660303",
    "REview_id": "37c6b33c-1cd9-5444-b864-601a2a2e9f3c",
    "title": "As always Loews is great with customer service.",
    "reviewText": "All in all a great appliance. Door handles would have made it perfect.",
    "rating": 5,
    "submissionTime": "2026-01-17T22:54:59.000Z",
    "userNickname": "Ozzie",
    "isRecommended": true,
    "verifiedPurchaser": true,
    "incentivizedReview": false,
    "photos": null,
    "url": "https://www.lowes.com/pd/Midea-Midea-18-4-cu-ft-French-Door-Bottom-Freezer-in-Stainless-Steel/5015660303"
  },
  {
    "productId": "5015660303",
    "REview_id": "f4eb4742-a578-5ea1-993b-3270ee2eac7f",
    "title": null,
    "reviewText": null,
    "rating": 4,
    "submissionTime": "2026-01-14T22:46:16.000Z",
    "userNickname": null,
    "isRecommended": null,
    "verifiedPurchaser": true,
    "incentivizedReview": false,
    "photos": null,
    "url": "https://www.lowes.com/pd/Midea-Midea-18-4-cu-ft-French-Door-Bottom-Freezer-in-Stainless-Steel/5015660303"
  },
  {
    "productId": "5015660303",
    "REview_id": "6922ef3e-30cf-5cb9-a131-5e779ee87baf",
    "title": "One week in and happy so far",
    "reviewText": "The refrigerator/freezer looks to be well built. It runs quietly and has quite a bit of room, being 18.4 cu ft. Hopefully it will last for a long while.",
    "rating": 5,
    "submissionTime": "2026-01-14T03:33:57.000Z",
    "userNickname": "Dave",
    "isRecommended": true,
    "verifiedPurchaser": false,
    "incentivizedReview": false,
    "photos": null,
    "url": "https://www.lowes.com/pd/Midea-Midea-18-4-cu-ft-French-Door-Bottom-Freezer-in-Stainless-Steel/5015660303"
  }
]

Use Cases

• Market Research: Analyze customer sentiment and trends for Lowe's products to inform product development.
• Competitive Intelligence: Compare reviews across similar products to benchmark performance.
• Price Monitoring: Track review data alongside pricing for dynamic e-commerce strategies.
• Content Aggregation: Build datasets for sentiment analysis or NLP projects.
• Academic Research: Study consumer behavior in home improvement sectors.
• Business Automation: Automate review monitoring for quality control in retail operations.

Installation and Usage

1. Search for "Lowes Reviews Spider" in the Apify Store
2. Click "Try for free" or "Run"
3. Configure input parameters
4. Click "Start" to begin extraction
5. Monitor progress in the log
6. Export results in your preferred format (JSON, CSV, Excel)

Output Format

The Actor outputs an array of JSON objects, each representing a single review. Key fields include productId (unique product identifier), REview_id (unique review ID), title and reviewText (review content), rating (numerical score), submissionTime (ISO timestamp), userNickname (reviewer name), isRecommended (boolean for recommendation), verifiedPurchaser (purchase verification), incentivizedReview (incentive flag), photos (image URLs if available), and url (source product page). Null values indicate missing data.

Support

For custom/simplified outputs or bug reports, please contact:

• Email: support@getdataforme.com
• Subject line: "custom support"
• Contact form: https://getdataforme.com/contact/

We're here to help you get the most out of this Actor!