Scrape Pinterest Data Without Coding: 2025 Beginner’s Guide

If there were a Pinterest fan club, I’d be president.

I can’t plan anything without getting inspiration from there. My hairstyles? All Pinterest-inspired. My journal prompts? Yep, straight from the boards. And don’t get me started on what’s trending; I get it all from Pinterest!

But here’s the thing: Pinterest is not just any other social media platform. Unlike the others, it’s a search engine that enables visual discovery, trend spotting, and idea curation.

With over 530 million monthly users and 340 million overall users pinning, Pinterest is now a jackpot for businesses, creators, and curious minds. In fact, in 2024, Pinterest experienced a massive surge in users, which means one thing: people are moving and paying more attention to Pinterest.

By the way, it’s not just passive attention; data from the platform shows that its advertising reach grew significantly in the 12 months leading up to January 2025. Meaning you can get some leads and sales from there.

But here’s the catch: Gathering Pinterest data manually is:

Tedious
Inefficient
And completely impractical at scale

Worse still, most scraping tools require heavy-duty coding skills, shutting out non-techies from the insights they need.

However, there’s a silver lining because we’re past the days of fighting with Python scripts, unreliable scraping tools, and complex APIs. In this guide, I’ll show you how to gather Pinterest data such as profiles, pins, boards, and trends without a single line of code or any scraping troubles.

Ready? Let’s get into it.

But first,

Why Scrape Pinterest?

Scraping Pinterest comes with several benefits for both individuals and businesses. Here’s how:

1. Content Discovery: Pinterest is a visual search engine. People search using images, not just text. That makes it perfect for finding trending content, fresh ideas, and inspiration that you won’t get from Google.

2. Competitive Analysis: Want to see what your competitors are pinning, what’s getting traction, and what’s flopping? Scraping allows you to track all that and more without manually checking.

3. Monitoring Product Popularity: If you think TikTok product trends spread like fire, wait till you see Pinterest’s, and here’s why:

What Can You Scrape from Pinterest?

Pinterest is a visual wonderland, but deep down the surface, it’s a goldmine of data that can be extracted if you know how to do it correctly.

Here’s a breakdown of the main elements you can scrape:

User & Profile Info	Pins & Boards Data	Engagement & Metadata
Username	Number of pins	Number of comments
Profile name and description	Number of boards	Comments on pins
Number of followers	The board to which the pin belongs	Number of likes
	Pin details	Image metadata
	Board information	Alt text
	Pin category information

See? It’s not just about pretty pictures. Pinterest has serious data power.

Now, let me show you how you can get Pinterest data super fast!

How to Scrape Pinterest In 5 Steps

We’ve covered why scraping Pinterest matters. We’ve covered all the nitty-gritty you can extract, but there’s still one thing missing: THE HOW!

Well, meet ScrapeLead’s Pinterest Scraper.

It’s a no-code scraping tool that makes gathering Pinterest data as easy as copying a link.

Whether you want to extract pins, board details, or engagement statistics, ScrapeLead does the job and provides you with everything in downloadable formats, such as CSV, Excel, or JSON.

Now here’s how to get started in six simple steps:

Step 1: Go to Sign Up or Login to your Scrapelead Account

NB: There’s no way around this! You don’t have to download anything, just access your account.

Step 2: Copy the Pinterest URL

What kind of link can you scrape?

A Pinterest profile (to get all boards or recent pins)
A specific board (to get all pins on that board)
A search results page (great for keyword research)
Even pin collections by topic or trend

Step 3: Paste the URL into the Scraper

Once pasted, ScrapeLead will auto-detect the content type, whether it’s a pin, board, or profile, and prepare to process the data.

Step 4: Let the Scraper Work Its Magic

Click “Start”. The tool will go through the page(s), collecting and organizing the data in real time.

No loading of pins manually. No copy, or paste.

Step 5: Download Your Data

Once complete, you will be prompted to download your data as a CSV, JSON, or Excel file or view it directly on the platform.

But heyyyy:

Why Choose Scrapelead’s Pinterest Scraper?

Because copy-paste shouldn’t be your data strategy.

ScrapeLead takes all the manual work out of Pinterest scraping. It’s fast, reliable, and ridiculously easy, even if you’ve never scraped a thing in your life.

Here’s what makes it a winner:

No coding needed
Scrapes multiple content types (you name it, Scrapelead can scrape it!)
Get Real-time results

Honestly, why would you settle for any other Pinterest scraper when the one from ScrapeLead gets you the data you need, minus the headache?

Choose wisely, comrades!

Common Use Cases for Scraped Pinterest Data

Now that you have all the juicy scraped Pinterest data, what’s next?

Well, here’s how businesses, creators, and researchers are turning scraped Pinterest data into smart strategies and high-impact insights:

Summing It Up

And that’s a wrap! As it’s evident, scraping Pinterest doesn’t have to be complicated.

With platforms like ScrapeLead, anyone from marketers to content creators to curious trendspotters can extract powerful Pinterest data in minutes.

You now have the tools, steps, and strategy to turn Pinterest from an inspiration board into a data-driven goldmine. So go ahead, plug in a link, hit run, and start turning pins into insights.

Happy scraping!