By Vitalii Oren
9/16/2025
How to Scrape Prices from Walmart
- My name is Vitalii, and I’m the co-founder of Parsera. Recently, I’ve been getting a lot of requests like “how to scrape Walmart prices” - so I decided to film a video about it.
- In this blog, I want to highlight our recent YouTube video on how to scrape Walmart data, such as prices, and also talk about how to build a Walmart Price Scraper that can later be scaled to scrape prices from thousands of e-commerce websites.
- The techniques I’m going to show are not limited to scrape Walmart prices - they can be applied to scraping product data from almost any online store.
How to Scrape Walmart Prices
🕷️ Step #1: Scrape
- You just need to provide the URL and specify what data you want to extract as shown in the video.
- I won’t go into too much detail here since I’ve already described this in another scrape prices tutorial.
🪲 Step #2: Refine
- This is the most important step because it directly affects the reliability of your price scraping process.
- Parsera uses AI for scraping, but AI sometimes hallucinates - especially when users provide vague prompts. To avoid errors, make sure you:
- Define all relevant columns, and
- Provide clear prompts for each column when needed.
- This way, your Walmart price scraper will stay accurate and resilient.
🐜 Step #3: Scale
- We originally positioned Parsera as an AI-powered scraping tool, but we quickly realized that scraping at scale with pure AI is a straight road to going broke.
- That’s why we built the Scraping Agent - a system that generates actual scraping code (just like hiring a developer to build a scraper).
- Once generated, the scraper can be reused at any scale, without relying on more expensive AI calls.
👉 I’ll cover this in more detail in an upcoming video so don't forget to Subscribe to our YouTube Channel 😂
🤔 So what does this mean for you?
It means that if you want to scrape Walmart data (or any other e-commerce site) where the page layouts are the same, you can generate your own price scraper, reduce scraping costs, and run large-scale price scraping efficiently.
💝 BONUS: What’s the Best Way to Get Walmart Prices Continuously with Parsera?
🔗 API
You can use Parsera via API to set up your price scraping pipeline as advanced as your engineering skills allow. Perfect for ongoing Walmart price scraping.
🤖 Automation Platforms (n8n, Make, Zapier)
- Parsera comes with an AI Scraper Node, which you can easily plug into your automations. It will handle scraping prices (scrape Walmart prices) as part of your workflow.
- Check out our price scraping tutorials:
☎️ Request a Scraping Pipeline
We can design and build a custom price scraping pipeline for you, fully tailored to your current infrastructure and needs.
💎 Data-as-a-Service (The Simplest Option)
- If you don’t want to deal with the tech, we’ll just deliver the data.
- You tell us what information you need, how often you need it, and from which sources (e.g.,scrape prices from Walmart) - and we’ll deliver it as a ready-to-use dataset.
- This is the easiest way to get Walmart price data or any other e-commerce pricing data regularly, without lifting a finger.