Crawlkit vs Stunning

Side-by-side comparison to help you choose the right tool.

Turn any website into structured data with a single, simple API call.

Last updated: February 28, 2026

Describe your dream website and watch Stunning build the full stack app for you instantly.

Last updated: March 1, 2026

Visual Comparison

Crawlkit

Crawlkit screenshot

Stunning

Stunning screenshot

Feature Comparison

Crawlkit

One API for Every Data Source

Crawlkit consolidates access to numerous platforms into one unified interface. With a single API call, you can extract structured data from websites, social media platforms like LinkedIn and Instagram, and app stores (Play Store, App Store). This eliminates the need to juggle multiple specialized tools or write separate scrapers for each site, saving you significant development time and maintenance effort.

Built-In Anti-Bot Bypass

The platform automatically handles the biggest challenges in modern web scraping. It manages proxy rotation, executes JavaScript in headless browsers, performs automatic retries, and employs techniques to bypass common blocks and rate limits. This means you get a consistently high success rate when fetching data, without having to build or troubleshoot this complex infrastructure yourself.

Transparent, Credit-Based Pricing

Crawlkit uses a simple, pay-as-you-go credit system. Each API endpoint costs a fixed number of credits (e.g., 1 credit for an Instagram profile, 2 for a LinkedIn profile). Credits never expire, there are no monthly commitments or rate limits, and you only pay for successful requests. This model provides complete cost predictability and scales affordably with volume discounts.

Developer-First SDK & Simplicity

Crawlkit is built for seamless integration. It offers an official SDK for Node.js and works as a simple HTTP API that can be called from any programming language or platform. The setup is straightforward: install the SDK, use your API key, and start making requests. This design ensures there's no vendor lock-in and you can easily fit Crawlkit into your existing workflows and automation tools.

Stunning

AI-Powered Full-Stack Generation

This is the heart of Stunning. Simply describe your app idea in plain English (or Arabic!) in the prompt box, and our advanced AI gets to work. It doesn't just create a pretty front-end; it builds the entire full-stack application for you. This includes the user interface you see, the backend logic that makes it work, and a connected database to store information. You describe your dream, and we handle the complex code, allowing you to create robust apps in minutes instead of days or weeks.

All-in-One Built-In Backend & Database

Say goodbye to the headache of separately setting up servers, APIs, and databases. Stunning comes with a fully integrated backend and database system built right into the platform. When you generate your app, it's already connected and ready to go. This feature eliminates complicated configuration and deployment steps, letting you focus entirely on customizing your app's functionality and perfecting its design without any extra setup work.

Beginner-Friendly Visual Coding Environment

Stunning is designed to be intuitive and welcoming for users of all skill levels. The platform provides a smooth, visual environment where you can see changes happen in real-time. Even if you've never written a line of code, you can navigate the interface, tweak designs, and manage your app's components with easy-to-understand controls. It’s the perfect sandbox to learn, experiment, and build confidence as you create.

RTL Language Support & Global Community

Stunning is truly global. We proudly support Right-to-Left (RTL) languages, making the platform fully accessible and user-friendly for Arabic speakers and other RTL language users. This commitment helps foster a diverse and enthusiastic worldwide community. You can share projects, get inspired by the community showcase, and learn from builders across different cultures, all within the same powerful platform.

Use Cases

Crawlkit

CRM and Lead Enrichment

Automatically enrich contact profiles in your Customer Relationship Management (CRM) system with fresh, professional data. By pulling structured information from LinkedIn, such as job titles, current company, experience, and skills, you can build richer lead profiles for your sales team without any manual data entry, making outreach more personalized and effective.

Competitive Intelligence and Market Research

Track your competitors' digital footprint effortlessly. Monitor their Instagram for follower growth and engagement rates, scrape their app store reviews for user sentiment, or track pricing changes on their e-commerce site. Crawlkit provides the reliable data pipeline you need to stay informed and make strategic business decisions based on real-time market information.

App Store Review Analysis

Gather all user reviews for your app or your competitors' apps from the Google Play Store and Apple App Store. With clean, structured data on ratings, review text, and dates, you can perform sentiment analysis, identify common user complaints or feature requests, and gain valuable insights to guide your product development and marketing strategies.

Social Media Growth Tracking

Build dashboards to monitor social media performance over time. Schedule regular calls to Crawlkit's Instagram API to track follower counts, post engagement metrics, and profile details for your brand or competitors. This allows you to measure campaign effectiveness, benchmark performance, and understand trends in your industry's social media landscape.

Stunning

Building a Business or Personal Website

Need a professional online presence fast? Whether you're a freelancer, a consultant, a restaurant owner, or an artist, you can use Stunning to create a beautiful, functional website. Describe your business, services, or portfolio, and generate a complete site with contact forms, service pages, and galleries. It's a cost-effective and quick solution to establish your brand online without hiring a developer.

Creating Web Apps for Clients

Agencies, developers, and digital marketers can use Stunning to dramatically speed up their workflow for client projects. Quickly prototype ideas, build MVPs (Minimum Viable Products), or deliver full websites to clients in record time. This allows you to take on more projects, reduce development costs, and provide stunning results to your clients, just like the builders in our testimonials who have successfully sold their creations.

Learning Web Development

Stunning is an excellent educational tool. Beginners can describe a simple project, like a to-do list app or a blog, and see how a full-stack application is structured. By examining the generated code and using the visual tools, you can learn modern web development concepts in a practical, hands-on way. It demystifies the process and provides a encouraging environment to start your coding journey.

Rapid Prototyping and Idea Validation

Have an idea for a startup or a new feature? Use Stunning to build a working prototype in minutes. Instead of spending weeks coding a basic version, you can generate a functional app to test your concept, gather feedback from users, and pitch to investors. This rapid validation helps you understand what works before investing significant time and resources into full-scale development.

Overview

About Crawlkit

Crawlkit is your all-in-one solution for turning the web into a reliable, structured data source. It's a powerful web data extraction platform built specifically for developers and data teams who are tired of the headaches that come with traditional web scraping. Instead of spending weeks or months building a fragile system that fights against anti-bot protections, rotating proxies, and JavaScript-heavy sites, Crawlkit provides a single, simple API that handles all that complexity for you. You just send a request with a URL, and Crawlkit manages everything from proxy rotation and headless browser rendering to automatic retries and bypassing blocks, delivering clean, parsed data directly to your application. It's designed for anyone who needs scalable access to web data—whether you're monitoring competitor prices, tracking news, gathering public datasets, or enriching your CRM—without the operational nightmare. With industry-leading success rates, transparent pricing, and a developer-first approach, Crawlkit lets you focus entirely on using data, not on the exhausting task of collecting it.

About Stunning

Welcome to Stunning, your new best friend for building websites and web applications! Stunning is an innovative, all-in-one platform that makes creating full-stack web apps as simple as describing your dream. Imagine being able to type what you want—like "a sleek portfolio for my photography" or "a booking site for my small business"—and watching a complete, functional website come to life before your eyes. That's the magic of Stunning. It's built for absolutely everyone, whether you're taking your very first step into web development, a business owner without technical skills, or a seasoned developer who wants to build prototypes 10x faster. The platform handles all the complex parts, like setting up the backend server and database, for you. This means you can skip the confusing setup and dive straight into shaping your app's look and feel. With the help of advanced AI coding assistants, Stunning guides you every step of the way, ensuring high-quality results with minimal effort. It even supports Right-to-Left (RTL) languages like Arabic, opening its doors to a global community of creators. Join thousands of builders worldwide and start turning your ideas into stunning reality today.

Frequently Asked Questions

Crawlkit FAQ

How do I get started with Crawlkit?

Getting started is simple and free. First, sign up on the Crawlkit website to receive 100 free credits. Then, find your unique API key in your account dashboard. You can immediately test endpoints using the provided Playground in your browser or install the official Node.js SDK (npm install @crawlkit-sh/sdk) to make your first API call from code in just a few minutes.

What happens if a request fails?

Crawlkit operates on a "refund on failure" policy. If an API request fails to return the requested data (due to a site block, network error, etc.), the credits used for that attempt are automatically refunded to your account. You only pay for successful requests that deliver complete, structured data to your application.

Can I use Crawlkit with programming languages other than Node.js?

Absolutely. While Crawlkit provides a convenient SDK for Node.js, at its core it is a standard HTTP REST API. This means you can use it with any programming language that can make HTTP requests, such as Python, Go, Ruby, PHP, or Java. Simply send a POST request with the correct endpoint and your API key in the headers.

Do you support a website or platform that isn't listed?

Yes, Crawlkit is continually expanding its supported platforms. If you need to extract data from a specific website, social platform, or service that isn't currently listed as a dedicated endpoint, you can contact their team directly. They offer custom development and are often willing to build a new, reliable API endpoint to meet your specific data needs.

Stunning FAQ

Do I need to know how to code to use Stunning?

No, you do not need any prior coding knowledge! Stunning is specifically designed for beginners and non-coders. You create applications by describing what you want in plain language. The platform's AI and visual environment handle all the code generation for you. It's a fantastic way to start building and even learn some development concepts along the way in a very friendly manner.

What kind of applications can I build with Stunning?

You can build a wide variety of full-stack web applications. This includes business websites, personal portfolios, landing pages, customer portals, internal business tools, and interactive web apps like dashboards or booking systems. The platform is versatile enough for simple sites and more complex applications that require a backend and database to function.

How does the AI code generation work?

You start by typing a description of your desired application into the prompt box (e.g., "a website for my bakery with a menu, gallery, and contact form"). Stunning's AI, powered by advanced Large Language Models (LLMs), analyzes your description and automatically writes the necessary code for the frontend, backend, and database schema. It then assembles these into a complete, working project that you can immediately view and further customize.

Can I customize the app after the AI creates it?

Absolutely! The app generated by AI is your starting point, not the final product. You have full control to customize it. Using Stunning's intuitive visual editor, you can change colors, fonts, layouts, and content. For those with coding experience, you can also dive into the generated code to make more advanced modifications and add custom features, giving you the best of both worlds.

Alternatives

Crawlkit Alternatives

Crawlkit is a developer-focused web data extraction platform in the analytics and data category. It simplifies the complex process of web scraping by handling challenges like anti-bot protections and JavaScript rendering through a single, reliable API. Users often explore alternatives for various reasons. These can include finding a solution that fits a specific budget, needing a different set of features, or requiring integration with a particular tech stack. It's a normal part of finding the perfect tool for your project's unique requirements. When evaluating other options, consider a few key factors. Look for reliability in handling modern websites, ease of use for your team, transparent pricing, and strong security practices. The goal is to find a service that lets you focus on using data, not spending time maintaining the tools that collect it.

Stunning Alternatives

Stunning is a powerful platform in the web development category that simplifies building full-stack applications. It combines a coding environment, backend, and database into one seamless tool, helping users bring their ideas to life quickly. People often explore other options for various reasons. This could be due to budget constraints, a need for different specific features, or a preference for a different type of platform, like open-source software or a more traditional coding framework. When evaluating other tools, consider your core needs. Look at the ease of use, the availability of built-in backend services, the learning curve, and the overall value for your specific project type and skill level. The right choice should align with your goals and make the development process smoother for you.

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