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.
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.
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.
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.
Compare multiple proxy providers side-by-side using the last 7 days of Pinterest proxy performance data gathered with the ScrapeOps Proxy API Aggregator.
| Proxy Provider | Enabled Functionality | Cost/ Performance Score | Success Rate | Avg. Success Latency | API Credits | CPM | Provider Plan |
|---|---|---|---|---|---|---|---|
| ScrapeOps | Access all providers above through the ScrapeOps Proxy API Aggregator. We automatically match you to the best provider for each request. Learn more → | ||||||
| Zyte API | - | 85.7 | 100% | 2.6s | Tier 1 | $130 | PAYG ($13) |
| ScrapeStack | - | 53.8 | 100% | 3.2s | 1 credit | $79 | Basic ($19/month) |
| Scrapingant | - | 52.3 | 100% | 3.5s | 1 credit | $190 | Enthusiast ($19/month) |
| Scrape.Do | - | 34.5 | 100% | 3.4s | 1 credit | $290 | Basic ($29/month) |
| Scrapingdog | - | 26.4 | 100% | 2.9s | 1 credit | $200 | Lite ($40/month) |
| ScrapingBee | - | 20.1 | 100% | 3.6s | 1 credit | $327 | Freelance ($49/month) |
| ZenRows | - | 13.7 | 80% | 2.8s | 1 credit | $276 | Developer ($69/month) |
| ScraperAPI | - | 12.6 | 60% | 5.3s | 1 credit | $490 | Hobby ($49/month) |
| Scrapfly | - | 9.2 | 98% | 4.2s | 3 credits | $300 | Pro ($100/month) |
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.
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.
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.
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
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
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 Web Scraping Legality
Understand the legal considerations before scraping Pinterest. Review the website's robots.txt file, terms & conditions, and any past lawsuits to assess the risks. Ensure compliance with applicable laws and minimize the chances of legal action.
Legality Review
Pinterest's robots.txt file and Terms of Service make it clear that the site is opposed to automated access, including web scraping, by enforcing Disallow: / rules and explicitly prohibiting the use of automated means to extract data. These directives suggest the site's intentions, but don't necessarily form a legal obstacle to scraping publicly accessible pages, in line with general legal norms that often permit such activities as long as they don't involve bypassing any form of authentication or access control.
The bulk of legal peril arises typically when scrapers bypass logins, access personal data, or otherwise override access controls. With Pinterest, to be in the safe zone, it is advised to use their official API under the given terms for automated access. If you're interacting with public content, it's crucial to perform the crawling respectfully, avoid designated off-limits areas, and carefully manage any personal or copyrighted information you might come across. Please note, legal consequences are more likely when an agreement to Pinterest's TOS is delivered by creating an account or consistently using the site, as this forms an explicit contract, thereby raising the stakes for any breach.
Pinterest Robots.txt
Does Pinterest robot.txt permit web scraping?
Summary
The robots.txt file for Pinterest enforces strong restrictions that significantly limit the access of automated crawlers. The directives impose multiple Disallow: / rules, which effectively block all site sections from regular web scraping. These rules apply universally across all standard user agents, with only distinct bots such as Googlebot and Bingbot having separate, more lenient conditions.
The file does not explicitly provide any Allow: /path directive for the general public. Coupled with the universal disallow directive, this makes the whole site off-limits for generic web scrapers. Even though there are sitemap references such as Sitemap: https://www.pinterest.com/sitemap.xml, these do not have a direct implication for scraping as they're meant for search engine indexing purposes. As such, the Pinterest robots.txt file signals a strict policy against arbitrary and indiscriminate web scraping.
Pinterest Terms & Conditions
Does Pinterest Terms & Conditions permit web scraping?
Summary
The terms of service for Pinterest include explicit statements about automated access and data extraction. The terms state:
"You agree not to use any robot, spider, crawler, scraper or other automated means or interface not provided by us to access the Services or to extract data."
This language broadly covers automated collection across both public-facing pages and logged-in areas by referring to access to "the Services" generally. While enforceability can depend on whether a user has explicitly agreed to the terms (for example, by creating an account or continuing to use the site after notice), Pinterest frames this restriction as universally applicable to use of the service.
Pinterest provides an official API that developers can use under separate, written terms, so automated access is possible only if done through approved interfaces and in compliance with those policies. The terms also prohibit attempts to bypass protective measures such as logins, rate limits, or other technical restrictions, and Pinterest reserves remedies for violations such as restricting or terminating access and pursuing legal action where appropriate. In practice, scraping is forbidden unless you have Pinterest’s express written permission or use their official API in accordance with its rules.
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
pinterest-dl
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
1 year ago
pinterest-dl-gui
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.
1 year ago
pinterest-image-scrap
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.
7 years ago
pinscrape
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
4 years ago
social-media-profile-scrapers
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
5 years ago
Pinterest-infinite-crawler
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
4 years ago
pinterest-web-scraper
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
5 years ago
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.
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.
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.
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.
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.
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.
1 min to read
scrapeops.io
Pinterest Web Scraping Videos
Find the best web scraping videos for Pinterest. Learn how to get started scraping Pinterest.
Language
Code Level
How to Scrape Pinterest Data Using Python
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.
7 months ago
How to EASILY Automate Pinterest Image Scraping (Full Guide!)
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.
9 months ago
How to Scrape Pinterest Images for Midjourney - Tutorial
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.
1 year ago
Pinterest Web Scraping Tutorial - Pinterest Email Scraper
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.
3 years ago
How to extract Pinterest data in 5 easy steps - Pinterest Scraper
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.
3 years ago
No-Code Pinterest API Data Scraping with HAR Files (Still Works in 2025)
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.
4 years ago
Extracting Pinterest Trends Data in the Browser & Scrape Tool - Pin Inspector
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.
4 years ago