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Pinterest
Scraping Teardown

Find out everything you need to know to reliably scrape Pinterest,
including scraping guides, Github Repos, proxy performance and more.

Pinterest Web Scraping Overview

Pinterest implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.

Scraping Summary

Pinterest is a social media platform centered on the concept of 'pinning' images, videos and other objects to themed boards. It's popular for web scraping because of the vast amount of rich visual content and associated metadata (including user interactions) available. However, Pinterest does have mechanisms in place to prevent scraping such as rate limiting and bot detection systems, making it a somewhat challenging target. The site uses dynamic CSS selectors, which may require more advanced scraping techniques or regular updates to the scraping code. Data is available to the public without a login, but certain functions and more detailed data can be accessed only after login.

7 / 10

Scraping Difficulty
The difficulty score indicates how easy the website is to scrape.

Best Pinterest Proxies

Proxy statistics and optimal proxy providers for scraping Pinterest. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.

P

Proxy API Providers

Compare the top proxy providers for scraping Pinterest. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Zyte API
Cost Per Million:
$130
Success Rate:
100%
Avg. Success Latency:
2.6s

ScrapeOps Proxy API Aggregator

Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Proxy API Comparison

Compare multiple proxy providers side-by-side using the last 7 days of Pinterest proxy performance data gathered with the ScrapeOps Proxy API Aggregator.

Best Provider
Zyte API
Best Performance
Zyte API
Best Success Rate
Zyte API
Cheapest
Zyte API
Proxy ProviderEnabled Functionality
Cost/
Performance Score
Success Rate
Avg. Success
Latency
API Credits
CPM
Provider Plan
ScrapeOpsAccess all providers above through the ScrapeOps Proxy API Aggregator. We automatically match you to the best provider for each request. Learn more →
Zyte API-85.7100%2.6sTier 1$130
PAYG
($13)
ScrapeStack-53.8100%3.2s1 credit$79
Basic
($19/month)
Scrapingant-52.3100%3.5s1 credit$190
Enthusiast
($19/month)
Scrape.Do-34.5100%3.4s1 credit$290
Basic
($29/month)
Scrapingdog-26.4100%2.9s1 credit$200
Lite
($40/month)
ScrapingBee-20.1100%3.6s1 credit$327
Freelance
($49/month)
ZenRows-13.780%2.8s1 credit$276
Developer
($69/month)
ScraperAPI-12.660%5.3s1 credit$490
Hobby
($49/month)
Scrapfly-9.298%4.2s3 credits$300
Pro
($100/month)
R

Residential Proxy Providers

Compare the top residential and mobile proxy providers for scraping Pinterest. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Coming Soon
Cost Per Million:
Coming Soon
Success Rate:
Coming Soon
Avg. Success Latency:
Coming Soon

ScrapeOps Residential Proxy Aggregator

Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Residential Proxy Performance Comparisons

We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Pinterest.

Pinterest Anti-Bots

Anti-scraping systems used by Pinterest to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.

Detected 1 Anti-bot system

Pinterest Custom Anti-Bot

Pinterest uses their own custom built anti-scraping system designed to hamper and/or prevent web scraping. Pinterest uses a combination of techniques to detect and block scrapers. Pinterest's protections can be bypassed using a number of techniques.

6/ 10

Bypass Difficulty

Bypass Options

Pinterest Data

Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.

Data Types

No data types found

Public APIs

Available
Free API

API Description

Pinterest’s API allows developers to access public user, board, and Pin data. This encompasses a broad range of data, including user profile information, the Pins on a board, the users a specific user follows, etc.However, not all data on the platform are available for extraction. For example, there's no way to get information about users' private boards or pins, and search-related data via the API. It's also worth noting that you must respect user privacy and comply with all terms provided by Pinterest.

Access Requirements

Registration is required to access the Pinterest API. Furthermore, adhering to the guidelines set out in the Pinterest's API Terms of Service is obligatory.

API Data Available

User Profile Data
Content Data
Media Data

Why People Use Web Scraping?

Despite Pinterest offering an API, it does not provide complete access to all data found on their platform. For instance, data related to private pins and boards, user engagement, and search-related data are not accessible via the API. Therefore, when developers need such specific data, they typically resort to web scraping.Moreover, Pinterest's policies and access limitations might limit the repetitiveness or volume of API calls. If such restrictions hinder a developer's project or research, web scraping presents a way around these limitations, allowing for more intensive or extensive data collection.

Pinterest Lawsuits

Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.

Lawsuits Summary

Pinterest has not been involved in any known legal disputes related to web scraping.

Found 0 lawsuits

Pinterest Github Repos

Find the best open-source scrapers for Pinterest on Github. Clone them and start scraping straight away.

Language
Code Level
Stars
Maintained
Last updated 2 months ago

Pinterest Image Downloader (pinterest-dl) is a library that facilitates the scraping and downloading of images from Pinterest. It allows users to extract images from specified URLs and save them to chosen directories, including support for both public and private boards using browser cookies.


Page Types: Image Gallery

Language:
python
Code Level:
immediate
Created
1 year ago
79 Stars
14 Forks
Last updated 3 months ago

Pinterest Downloader GUI is a tool designed for downloading images from Pinterest using a user-friendly web interface. It leverages the pinterest-dl API to facilitate the scraping of images based on user-provided URLs.

Language:
python
Code Level:
immediate
Created
1 year ago
27 Stars
3 Forks
Last updated 3 months ago

Pinterest-image-scrap is a Python scraper that extracts data from Pinterest without using the official API. It allows users to download images and related data efficiently, leveraging a custom library for ease of use.

Language:
python
Code Level:
immediate
Created
7 years ago
71 Stars
12 Forks
Maintained
Last updated 4 months ago

pinscrape is a tool designed for scraping images from Pinterest based on user-defined search keywords that facilitates easy image collection for various needs. It allows users to extract and download images in bulk, making it efficient for digital content creation and research.


Page Types: Image Gallery

Language:
python
Code Level:
immediate
Created
4 years ago
117 Stars
24 Forks
Last updated 1 year ago

Social Media Profile Crawlers is a toolset that enables users to scrape social media profiles from various platforms. It supports popular sites such as Twitter, Facebook, Instagram, and Reddit, providing scripts that can fetch user data through specified usernames.


Page Types: User Profile

Language:
python
Code Level:
immediate
Created
5 years ago
498 Stars
81 Forks
Last updated 1 year ago

Pinterest-infinite-crawler is a web scraping tool designed to extract images from Pinterest pages. It allows users to download images from various types of Pinterest links by specifying the desired pages and directories.


Page Types: Product Page, Serp Search

Language:
python
Code Level:
immediate
Created
4 years ago
86 Stars
16 Forks
Last updated 3 years ago

pinterest-web-scraper is a tool designed for scraping visually similar images from Pinterest that helps users find images related to specific search queries. By utilizing Python scripts, it generates a CSV with image URLs and downloads the images into organized folders.


Page Types: Product Page

Language:
python
Code Level:
immediate
Created
5 years ago
38 Stars
3 Forks
Page 1 of 2

Pinterest Web Scraping Articles

Find the best web scraping articles for Pinterest. Learn how to get started scraping Pinterest.

Language
Code Level

How to Scrape Pinterest: Full Tutorial with ScrapingBee | ScrapingBee

This tutorial demonstrates how to scrape Pinterest data efficiently using ScrapingBee's API, which simplifies the process by handling JavaScript rendering and proxy rotation. It provides step-by-step guidance for extracting image URLs and managing pagination for dynamic content.

python

1 min to read

scrapingbee.com

7 Best Pinterest Scrapers in 2025 (Updated)

This article highlights the top Pinterest scrapers available in 2025 that assist businesses and marketers in extracting data from Pinterest for market research and content planning. It evaluates various tools based on their features, usability, and pricing, providing insights into how these scrapers can enhance data collection efforts.

1 min to read

scrapediary.com

How to Scrape Pinterest in 2025 – Best Methods & Tools | Medium

This article shows how to scrape Pinterest effectively using Playwright and Bright Data’s Scraper API that helps extract pin details, user information, and engagement metrics. It provides both manual and automated methods to collect Pinterest data without being blocked.

python

1 min to read

medium.com

How to Scrape Pinterest Data with Playwright - DEV Community

This article shows how to scrape Pinterest data efficiently using Python and Playwright, focusing on extracting image URLs. It guides readers through setting up the environment, writing the scraping script, and overcoming common challenges such as anti-scraping measures.

python

1 min to read

dev.to

How to scrape Pinterest data in 5 easy steps

This tutorial provides a step-by-step guide on how to scrape data from Pinterest using the Apify platform. It explains the reasons for scraping Pinterest and outlines the necessary steps to collect data efficiently.

javascript

1 min to read

apify.com

Pinterest Image Downloader Using Python, BeautifulSoup, Requests, and Playwright | by Obafemi | Medium

This tutorial shows how to build a Pinterest Image Downloader using Python that automates the process of scraping and downloading images based on user-defined search keywords. By utilizing libraries like BeautifulSoup, requests, and Playwright, the guide provides a comprehensive script for efficient image extraction from Pinterest.

python

1 min to read

medium.com

How to Scrape Pinterest With Puppeteer | ScrapeOps

This article shows how to scrape Pinterest using Puppeteer, providing a comprehensive guide for building a pin scraper that extracts valuable information from the social media platform. It covers the architecture of the scraper, handling proxy requests, and legal considerations to keep in mind.

javascript

1 min to read

scrapeops.io

Page 1 of 11

Pinterest Web Scraping Videos

Find the best web scraping videos for Pinterest. Learn how to get started scraping Pinterest.

Language
Code Level

This tutorial teaches how to scrape data from Pinterest using Python, outlining the main scraper code and techniques for using proxies with Playwright. Viewers will learn about the implementation details for effectively gathering data from the platform.

python
playwright
Published
7 months ago
5 min Length
8 Likes
300 Views

This tutorial teaches how to automate the scraping of images from Pinterest using Apify, and how to integrate this workflow with automation platforms Make and n8n. By the end of the video, viewers will be able to set up a system that automatically downloads Pinterest images and saves them to Google Drive without manual effort.

apify
make
n8n
google-drive
Published
9 months ago
14 min Length
8 Likes
714 Views

This tutorial teaches how to effectively scrape images from Pinterest to compile inspiring visuals for your Midjourney project. Viewers will learn the best methods and techniques for image gathering from this popular platform.

Published
1 year ago
5 min Length
6 Likes
147 Views

This tutorial demonstrates how to scrape data from Pinterest using the Pinterest Scraper extension, which allows users to generate leads and find valid emails from profiles. It provides a step-by-step guide on searching Pinterest and extracting data efficiently to enhance lead generation efforts.

Published
3 years ago
8 min Length
49 Likes
3.2K Views

This tutorial demonstrates how to use the Pinterest Scraper to extract data such as user profiles and pins. It covers configuration, dataset setup, and integration features, enabling effective data retrieval from Pinterest's unofficial API.

Published
3 years ago
4 min Length
41 Likes
4.6K Views

This tutorial teaches viewers how to scrape Pinterest data through an alternative approach, since an official API is not available. It covers scraping techniques for specific topics and concludes with a data analysis using Python and Pandas.

python
pandas
Published
4 years ago
12 min Length
57 Likes
3.5K Views

This tutorial teaches viewers how to use Pin Inspector software to extract and analyze hidden data from Pinterest feeds, including performance metrics for pins and ads. It demonstrates the capability to uncover over 45 different data points for any pins and helps identify the best converting content within the Pinterest platform.

Published
4 years ago
4 min Length
36 Likes
1.5K Views
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