If you have ever tried to scrape Walmart before, you would have realized that extracting data from its website is no easy task due to its extensive anti-scraping techniques. This is why scraping APIs is much needed.
Among the many providers available, ScrapingBee has emerged as a standout option. It is known for its high-quality and feature-rich API. But like any tool, ScrapingBee has its own set of pros and cons.
Although ScrapingBee might be the ideal solution for some users. Factors like cost, scalability, and specific feature requirements can lead individuals and businesses to explore other options.
Whether you’re seeking a more affordable alternative or a platform that can handle more complex scraping operations, there are several viable alternatives to consider.
Objectively, this article will explore five ScrapingBee alternatives to scrape Walmart specifically, highlighting their strengths, weaknesses, and ideal use cases.
Discover how ScraperAPI can help you scale your project without increasing your budget.
TL;DR: Best Walmart Scrapers Compared
Here’s a quick comparison table of all the ScrapingBee alternatives we will cover in this piece:
| ScraperAPI | Oxylabs | BrightData | Zyte | ZenRows | |
| Best For | Best overall for large Walmart scraping projects | Great choice for scraping Walmart | Versatility and customizable scraping | Best for mid-sized businesses | Budget-friendly choice |
| Pricing | Starts at $49/month | Starts at $49/month | Pay-as-you-go (Subscription starts at $499/month) | Contact for pricing | Starts at $69/month |
| Ease of Use | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐☆ | ⭐⭐⭐☆ ☆ | ⭐⭐⭐☆ ☆ | ⭐⭐⭐⭐☆ |
| Success Rate | Above 99% | About 95% | About 90% | 90% | 98.7% |
| Customer Support | Dedicated customer support | Great customer service | Excellent customer support | Good customer support | Good customer support |
| Scraping Job Scheduler | Built-in scheduler and o-code tooling ✅ | Built-in scheduler for API calls. ✅ | No-code tooling ✅ | No-code tooling ✅ | ❌No |
| Ultra-premium proxies | Yes ✅ | Yes ✅ | ❌No | ❌No | ❌No |
| Webhook support | Yes ✅ | ❌No | ❌No | ❌No | ❌No |
Continue reading for a more in-depth look at each tool on the list.
1. ScraperAPI [The Best ScrapingBee Alternative for Walmart Scraping]
ScraperAPI is an easy-to-use, reliable, and consistent web scraping solution. Using machine learning and analyzing millions of requests over time, ScraperAPI smartly chooses the correct IP address and headers per data request. Our algorithms pick the right proxies for you, ensuring a 99% request success rate (simply put, you get data all the time, every time).
Getting started with ScraperAPI is also very easy for non-developers, as all users need is an API key and URL to start scraping. Here are some of the most common scraping problems that ScraperAPI solves:
- Bypass bot blockers
- Handling CAPTCHAs
- Automating rendering and geotargeting
- Managing request retries
- Smart IP rotation
- Advanced headers and cookies generation
And much more!
ScraperAPI stands out as the top choice among ScrapingBee alternatives when it comes to scraping Walmart for two clever reasons:
- Dedicated Walmart Structured Data Endpoints: ScraperAPI simplifies Walmart product data extraction with pre-built endpoints. You can scrape any Walmart product page without getting blocked, no matter the scale. By just passing in a product ID or search term through one of our endpoints, ScraperAPI will return all product results and details in JSON or CSV format. Here’s what a sample JSON response looks like:
{
"product_name": "AT&T Samsung Galaxy S24 Ultra Titanium Violet 512GB",
"product_description": "Do more with the most epic Galaxy yet. Capture every detail of your candlelight meal with impressive Nightography and zoom in to see the live violinist playing across the room.Once you're back in your hotel, elevate your pics from good to great right on your Galaxy S24 Ultra. You can even use your built in S Pen to add fun doodles before posting. Unleash new ways to create, connect and more with Galaxy S24 Ultra. Epic, just like that.",
"brand": "SAMSUNG",
"image": "https://i5.walmartimages.com/seo/AT-T-Samsung-Galaxy-S24-Ultra-Titanium-Violet-512GB_784b47ee-bfb7-4543-af9d-5406c37ffed5.fa51da09222008a396f35c6e245e2e2a.jpeg",
"offers": [
{
"url": "https://www.walmart.com/ip/AT-T-Samsung-Galaxy-S24-Ultra-Titanium-Violet-512GB/5253396052",
"availability": "InStock",
"available_delivery_method": "OnSitePickup",
"item_condition": "NewCondition"
}
]
}
This eliminates the need for complex data parsing and speeds up workflows. They also offer other ready-made endpoints for Walmart search, reviews, and category data.
- Dedicated Walmart DataPipelines: For larger-scale data needs, ScraperAPI offers DataPipelines tailored for Walmart data. These pipelines handle the entire extraction process using search queries or product IDs as input, allowing you to automate and schedule your entire projects via endpoints or a visual interface.DataPipeline can deliver your data in various formats, including JSON, CSV, or via Webhooks, making it easier to integrate with your existing architecture.
Note: You can also schedule your scrapers to run periodically using a visual scheduler or CRON.
Core Features
- A vast pool of 40M+ IP addresses
- Geotargeting for 50+ countries – and more on demand
- 99.99% success rate
- Low latency
- CAPTCHA handling
- JavaScript rendering
- Fantastic documentation
- Webhook data delivery
- Supports all programming languages
- API playground
- Transparent project pricing
- Ready-made endpoints to scrape Walmart data in structure formats
Drawbacks
- Limited geotargeting in lower tiers
Check out our side-by-side analysis for a more thorough comparison between ScraperAPI and ScrapingBee.
Review Aggregator Ratings
- Trustpilot rating — 4.7
- Capterra rating — 4.6
Ease of Use
⭐⭐⭐⭐⭐(5/5)
Pricing
| Plan | Pricing | API Credits |
| Free | – | 5000 |
| Hobby | $49 | 100,000 |
| Startup | $149 | 1,000,000 |
| Business | $299 | 3,000,000 |
| Enterprise | Custom | 3,000,000 + |
With ScraperAPI, you also get an accurate breakdown of the API credits required to run the project on your dashboard before you run it. Get started with 5,000 free API credits for 7 days and start scraping Walmart data in just a few minutes!
Other Top Alternatives
While ScraperAPI is our top recommendation, let’s explore other alternatives that might suit specific use cases:
2. Oxylabs [Great Scraping API and Proxy Infrastructure]
Oxylabs is known for its extensive proxy network, which makes it suitable for large-scale Walmart scraping operations. They offer a massive pool of proxies from over 195 countries, which provides exceptional geo-targeting capabilities and ensures your scraping requests appear more human-like.
While Oxylabs is best known for its proxy infrastructure, it also has dedicated scraper APIs to help with web scraping tasks. Though improving, these APIs might not offer the same functionality and high success rates as a dedicated web scraping tool such as ScraperAPI.
However, Oxylabs compensates for this with its robust proxy management and advanced anti-blocking features, making it a strong contender for handling large and complex scraping tasks.
Its major drawback, which made us position it in second place, is its pricing. For comparison, at $299/month, Oxylabs lets you scrape up to 128,800 Walmart URLs, while ScraperAPI—at the same price point—lets you scrape 600,000 Walmart URLs.
Core Features
- Extensive proxy network
- User-friendly UI
- Built-in scheduler
- Advanced anti-blocking features
- Good documentation
- Advanced geo-targeting options
- Dynamic content handling
- API playground
Drawbacks
- Relatively expensive
- Limited free trial duration
Review Aggregator Ratings
- G2 rating — 4.5
- Trustpilot rating — 4.6
Ease of Use
⭐⭐⭐⭐☆ (4/5)
Pricing
Regarding pricing, Oxylabs takes a slightly different approach to ScrapingBee. It offers a subscription model for all its services, while residential and mobile proxies are available pay-as-you-go.
| Plan | Pricing |
| Free trial | $0 |
| Micro | $49 |
| Starter | $99 |
| Advanced | $249 |
However, their pricing can be on the higher side for smaller projects as some proxies are priced per GB of data, while others are charged per IP address.
Discover how ScraperAPI lets you scrape 5x more data than Oxylabs without sacrificing performance nor speed.
3. BrightData [Best for Buying Datasets]
BrightData (formerly Luminati) operates a large, fast, reliable proxy network, offering features in a wide range of products, including the Web Scraper IDE, Scraping API, Scraping Browser, and Web Unlocker, each with a unique pricing structure.
However, Price is an important decisive factor when it comes to choosing a scraping API. Bright Data offers monthly plans, many of which start at $499 and offer few intermediate options. Their pay-as-you-go model can be cost-effective for sporadic scraping needs but can quickly become expensive for regular, large-scale operations.
BrightData’s most unique service is its datasets. They constantly scrape several websites, aggregating all of this data in ready-to-use and ready-for-sale formats. This is especially useful for teams without technical expertise who can’t scrape this data on their own.
Of course, the major drawback is that all buyers will get the exact dataset. Plus, the price tag that comes with this off-hand approach.
Core Features
- Scraping Browser
- Scraping IDE
- Web Unlocker
- Extensive proxy network
- Cloud-based hosting environment
- Ready-to-use web scraping templates
- Great customer service with live support
- Custom data collection services
Review Aggregator Ratings
- Capterra rating — 4.8
- Trustpilot rating — 4.6
Drawbacks
- BrightData may be complex for beginners
- High cost and pretty complex pricing compared to some competitors
Ease of Use
⭐⭐⭐☆ ☆ (3/5)
Pricing
| Plan | Pricing |
| Pay as you go | – |
| Growth | $499 |
| Business | $999 |
| Premium | $1999 |
Save up to $77k/year without compromising performance or speed by using ScraperAPI.
4. Zyte [Best for Mid-Sized Businesses]
Zyte (formerly Scrapinghub) is a well-established name in the web scraping world. It is known for developing the popular open-source web scraping framework Scrapy. Zyte provides a comprehensive web scraping solution for large-scale data extraction projects.
It addresses all key performance aspects, such as handling blocks, automatically rotating proxies, and providing automated browser rendering, making it a potentially suitable option for extensive Walmart scraping needs.
Zyte API manages different proxies and browsers and selects the leanest configuration for the websites you need to access. Though powerful, Zyte offers no pre-built extractors for Walmart and can be a little pricier than ScraperAPI.
Core Features
- AI-powered scraping
- Automated Browser rendering
- Scrapy Cloud (A cloud-based scraping platform)
- Smart proxy management
- IDE
- Geotargeting
- Built-in anti-blocking mechanisms
- Extensive documentation
- No-code tools
Drawbacks
- Very complex pricing structure
- Steep learning curve
- No Walmart-specific data extraction solution
Review Aggregator Ratings
- G2 rating — 4.5
- Capterra rating — 4.5
Ease of Use
⭐⭐⭐☆ ☆ (3/5)
Pricing
Zyte’s pricing model is based on computation power, and nothing is more computationally heavy than rendering websites before returning the HTML.
Assuming you need to render tier 4 pages like Walmart, we’re talking about $5.99/1k requests. It’s important to weigh its potentially higher cost and custom pricing structure against solutions like ScraperAPI, especially if you require a more transparent pricing model or have a limited budget.
Forget about complicated pricing structures with hidden costs. Get predictable, consistent costs with ScraperAPI.
5. ZenRows [Great Choice for JS-Heavy Sites]
ZenRows specializes in overcoming anti-bot measures, making it an excellent choice for scraping Walmart and other websites with robust security measures. ZenRows web scraping API handles all anti-bot bypassing for you with rotating proxies, headless browsers, solving CAPTCHAs, and more.
ZenRows excels at scraping websites that heavily rely on JavaScript for dynamic content rendering. Headless browsers ensure that even the most complex, JavaScript-heavy pages can be rendered and scraped correctly.
Core Features
- Advanced anti-bot detection bypassing
- Automatic CAPTCHA solving
- Built-in JavaScript rendering
- Beginner friendly documentation
- Rotating Proxies and IP Management
- Quality customer support
Drawbacks
- High cost
- Poorly suited for scalability
Review Aggregator Ratings
- Trustpilot rating — 4.2
- Capterra rating — 4.8
Ease of Use
⭐⭐⭐⭐☆ (4/5)
Pricing
Zenrows’ pricing structure is similar to ScraperAPI and other tool alternatives. However, the major differentiator, and maybe even a drawback, is that their plans come with limited bandwidth for residential proxies, adding an extra layer of decision, complexity, and higher costs to your project.
| Plan | Pricing | Residential Proxies |
| Developer | $69 | 12.73GB |
| Startup | $129 | 24.76GB |
| Business | $299 | 60GB |
| Enterprise | Custom | Custom |
Walmart uses advanced anti-bots, which means you’ll likely need residential proxies to bypass its defenses. This means you’re actually getting less data from your plan and need to reevaluate what the right subscription is based on the amount of data (in terms of GBs) you’ll need.
In contrast, ScraperAPI uses a simple API credit system. For ecommerce sites (including Walmart), ScraperAPI charges 5 API credits, making the math straightforward:
If you’re on the $299/month plan, which includes 3M API credits, you’ll be able to perform up to 600,000 URLs per month – these could be product, search, or category pages.
How Did We Choose the Best Walmart Scraping Tool?
Selecting the best Walmart scraping tool involved carefully evaluating several key factors, including:
- Pricing: ScraperAPI offers competitive rates, allowing for more data extraction without breaking the bank.
- Proxy Quality: ScraperAPI offers ultra-premium proxies capable of scraping even the most challenging sites, unlike many competitors that primarily rely on DataCenter or limited Premium proxies.
- JavaScript Rendering: Walmart content requires the ability to render JavaScript. However, optional JavaScript rendering allows users to save credits by avoiding unnecessary processing for static sites. ScraperAPI offers this flexibility, enabling more efficient resource use.
- Ease of Use: ScraperAPI is designed with simplicity in mind. It features a user-friendly interface and helpful guides, making it incredibly easy to use, even for non-technical individuals.
ScraperAPI also provides advanced tools like:
- Structured Data Endpoints (SDEs) for turning Walmart HTML pages into structured JSON or CSV data
- synchronous scraper for large-scale projects, allowing you to handle millions of requests concurrently
- Hosted DataPipeline for scheduling recurring Walmart scraping jobs with a visual interface or dedicated DataPipeline endpoints
These features, combined with complete pricing transparency and some of the highest success rates among its competitors, make ScraperAPI the standout choice for Walmart scraping.
Ready to test ScraperAPI? Create a free account to receive 5,000 free API credits, and start collecting Walmart product data in minutes.
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