Teacherspayteachers Reviews Scraper

Introduction

The Teacherspayteachers Reviews Scraper is a powerful Apify Actor designed to extract detailed reviews from Teachers Pay Teachers (TpT) product pages. It leverages Playwright for reliable web scraping, ensuring high-quality data collection from this popular educational resource marketplace. Whether you're conducting market research, analyzing product feedback, or gathering insights for educational content, this Actor provides structured, actionable data to support your needs.

Features

• Comprehensive Review Extraction: Captures full review details including ratings, comments, satisfaction levels, and buyer demographics.
• Reliable Data Handling: Uses Playwright for robust crawling, handling dynamic content and anti-bot measures effectively.
• Customizable Crawling: Supports multiple start URLs and configurable request limits for targeted scraping.
• Proxy Integration: Includes built-in proxy configuration for anonymous and efficient data retrieval.
• Structured Output: Delivers clean JSON data with timestamps and unique identifiers for easy integration.
• High Performance: Optimized for speed and scalability, suitable for large-scale data collection.
• Error Resilience: Built-in handling for common scraping challenges like rate limits and page variations.

Input Parameters

Parameter	Type	Required	Description	Example
startUrls	array	Yes	URLs to start the scraping process. Each URL should point to a TpT product page.	[{"url": "https://www.teacherspayteachers.com/Product/How-to-Write-a-Paragraph-Step-by-Step-2nd-3rd-Grade-Writing-Graphic-Organizers-1284713"}]
maxItems	integer	No	Maximum number of requests allowed per crawl run. Helps control costs and scope.	100
proxyConfiguration	object	No	Configures proxy settings for hiding the scraper's origin and improving success rates.	{"useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "US"}

Example Usage

Input Example

{
  "startUrls": [
    {
      "url": "https://www.teacherspayteachers.com/Product/How-to-Write-a-Paragraph-Step-by-Step-2nd-3rd-Grade-Writing-Graphic-Organizers-1284713"
    }
  ],
  "maxItems": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "US"
  }
}

Output Example

[
  {
    "id": "186542561",
    "productId": "1284713",
    "productUrl": "https://www.teacherspayteachers.com/",
    "resourceId": "1284713",
    "userId": "16390152",
    "updatedAt": "2026-02-13T05:02:49.000Z",
    "cursor": "MQ==",
    "rating": null,
    "comment": "Great product to teach paragraph writing. Very engaging and easy to understand.",
    "overallSatisfaction": "EXTREMELY",
    "gradesUsed": ["k"],
    "specialEducationUsed": [],
    "metExpectations": "YES",
    "worthPrice": "YES",
    "wouldBuyAgain": null,
    "standardsAligned": "YES",
    "buyerTaughtLocation": "Texas",
    "reply": null,
    "scrapedAt": "2026-02-24T09:12:57.199Z"
  }
]

Use Cases

• Market Research: Analyze trends in educational product reviews to identify popular topics and buyer preferences.
• Competitive Intelligence: Monitor competitor products on TpT to benchmark performance and gather feedback.
• Price Monitoring: Track how pricing affects buyer satisfaction and willingness to repurchase.
• Content Aggregation: Collect reviews for content creation, such as blog posts or educational guides.
• Academic Research: Study buyer demographics and satisfaction metrics for educational studies.
• Business Automation: Integrate review data into dashboards for automated reporting and decision-making.

Installation and Usage

1. Search for "Teacherspayteachers Reviews Scraper" in the Apify Store.
2. Click "Try for free" or "Run".
3. Configure input parameters as needed.
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:

• id: Unique review identifier.
• productId: ID of the reviewed product.
• comment: The reviewer's text feedback.
• overallSatisfaction: Satisfaction level (e.g., "EXTREMELY").
• gradesUsed: Grades where the product was used.
• metExpectations: Whether it met expectations.
• buyerTaughtLocation: Buyer's teaching location.
• scrapedAt: Timestamp of data extraction.

Data is timestamped and includes metadata for traceability.

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!

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PART 2: Concise Description

Unlock valuable insights from Teachers Pay Teachers with our Reviews Scraper! Extract detailed reviews, ratings, and buyer feedback from product pages effortlessly. Key features include reliable Playwright-based crawling, customizable proxy settings, and structured JSON output. Perfect for market research, competitive analysis, and educational content creation. Start scraping today and gain actionable data to drive your decisions! (248 characters)