Crawlkit vs Stunning

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

CrawlKit lets you extract structured data from any website or platform quickly and efficiently with a single API call.

Last updated: February 28, 2026

Stunning instantly builds full-stack web apps with AI, no code required.

Last updated: March 1, 2026

Visual Comparison

Crawlkit

Crawlkit screenshot

Stunning

Stunning screenshot

Feature Comparison

Crawlkit

One API for Every Data Source

CrawlKit simplifies data extraction by providing a single API that can handle requests from various platforms. Whether you need data from LinkedIn, Instagram, or app stores, a single call does it all.

Robust Proxy Management

Say goodbye to the headaches of managing proxies. CrawlKit automatically rotates proxies, ensuring that your requests go through without getting blocked or throttled, which means you can extract data faster and more efficiently.

Complete and Clean Data Outputs

CrawlKit guarantees that you'll receive complete and validated data. It waits for full page loads to ensure that you never deal with partial or broken outputs, making your data collection process more reliable.

Transparent Pricing Structure

CrawlKit offers a clear, credit-based pricing model with no hidden fees. You pay only for what you use, and credits never expire, allowing you to scale your data extraction efforts without worrying about unexpected costs.

Stunning

Full-Stack AI Generation

Stunning's core feature is its AI-powered engine that builds complete, full-stack applications from a text description. You simply describe the website or web app you want, and the platform's advanced LLMs generate the frontend, backend, and database layers simultaneously. This eliminates the need for separate development phases, merging design, logic, and data into one rapid creation process. It turns complex coding requirements into simple descriptive prompts, delivering a production-ready foundation in moments.

Integrated Backend & Database

Say goodbye to external service configuration. Stunning comes with backend and database capabilities built right into the platform from the start. This integrated architecture means your application has a ready-to-use server environment and data storage solution immediately upon creation. It accelerates development by removing the hours typically spent on setup, connection strings, and API configuration, letting you focus purely on building your application's unique features and logic.

Latest Coding LLM Selection

The platform provides access to a curated selection of the latest and most powerful coding-specific Large Language Models. This allows you to tailor the AI's behavior and output style to best suit your specific project needs and personal preferences. Whether you need precision, creativity, or adherence to a particular framework, you can choose the AI model that delivers the optimal balance, ensuring the generated code is both high-quality and aligned with your vision.

Global RTL & Accessibility Support

Stunning is built for a worldwide audience, featuring intuitive support for Right-to-Left (RTL) text languages like Arabic. This ensures developers and businesses in diverse markets can create applications that feel native and accessible to their local users. The platform's interface and generated applications automatically adapt to RTL layouts, providing a seamless and inclusive development experience that respects linguistic and cultural design norms from the very first prompt.

Use Cases

Crawlkit

CRM Enrichment

Utilize CrawlKit to automatically enrich your CRM with detailed LinkedIn profile data. Pull in job titles, company information, and contact details for every lead, optimizing your sales efforts and improving lead conversion rates.

Social Media Growth Tracking

Monitor your competitors' Instagram growth effortlessly. CrawlKit enables you to track follower counts, engagement rates, and top-performing posts over time, providing insights crucial for your social media strategy.

App Review Analysis

Extract valuable insights from app reviews in the Play Store and App Store. With CrawlKit, you can analyze trends, sentiment, and user feedback across multiple apps to refine your product offerings and improve user experience.

Web Search Automation

Run automated web searches and get clean, structured results that you can filter by language, region, and time range. This capability allows you to gather intelligence that enhances your market research and competitive analysis.

Stunning

Rapid Startup MVP Development

For startup founders and entrepreneurs, speed to market is critical. Stunning is the perfect tool to transform a business idea into a Minimum Viable Product (MVP) at breathtaking speed. Describe your core application concept, and within minutes, you have a working prototype to showcase to investors, test with early users, and validate your market fit. This rapid iteration cycle allows startups to pivot and adapt faster than ever before, all without a massive initial development budget.

Agency & Freelancer Client Projects

Web development agencies and freelance developers can drastically increase their project throughput and profitability with Stunning. Use it to quickly generate high-quality, custom website foundations for client projects, from business landing pages to more complex web applications. This slashes initial development time, allowing professionals to focus their expertise on advanced customization, unique features, and client-specific refinements, enabling them to take on more clients and deliver stunning results faster.

Internal Business Tool Creation

Business owners and non-technical team members can use Stunning to build custom internal tools, dashboards, or portals without relying on overloaded IT departments. Need a simple inventory tracker, a project management board, or a customer feedback portal? Describe the tool's functionality, and Stunning generates a secure, functional application. This empowers teams to solve their own workflow challenges quickly, boosting operational efficiency and innovation from within.

Portfolio & Personal Project Building

Developers, designers, and creators looking to build their online portfolio or experiment with new ideas can use Stunning to bring concepts to life instantly. Whether it's a showcase website, an interactive art project, or a prototype for a new app feature, the platform provides a frictionless canvas. It allows for fast experimentation and iteration, making it an ideal sandbox for learning, creativity, and building a compelling digital presence without getting bogged down in setup.

Overview

About Crawlkit

CrawlKit is a state-of-the-art web data extraction platform designed specifically for developers and data teams who need seamless, scalable access to web data. It addresses the common challenges faced in modern web scraping, such as managing rotating proxies, navigating headless browsers, circumventing anti-bot measures, dealing with rate limits, and handling frequent site breakages. With CrawlKit, you can streamline the web scraping process by simply sending a request; the platform takes care of proxy rotation, browser rendering, retries, and blocking. This allows you to focus on utilizing the data rather than worrying about how to collect it. CrawlKit supports a wide range of web data types through a consistent interface, from raw page content to structured data from platforms like LinkedIn and Instagram. Whether you are extracting company profiles, social media metrics, or app store reviews, CrawlKit is an essential tool for those who demand reliable and timely web data extraction.

About Stunning

Stunning is the fastest Vibe coding platform, revolutionizing how developers and businesses build full-stack web applications. It is designed for speed and efficiency, allowing users to go from a simple idea to a live, functional web app in record time. By integrating backend and database capabilities directly into the platform, Stunning eliminates the complex setup and boilerplate coding that traditionally slows down development. Its core power lies in leveraging the latest coding LLMs (Large Language Models), enabling you to simply describe your vision in plain language and watch as the AI generates the code. This makes it perfect for a wide range of users: seasoned developers who want to prototype at lightning speed, startup founders needing an MVP yesterday, and business owners aiming to establish a professional digital presence without technical hurdles. With built-in support for RTL (Right to Left) text and a global community of builders, Stunning ensures accessibility and powerful results for everyone. Dream it, describe it, and watch your application come alive with minimal effort and maximum velocity.

Frequently Asked Questions

Crawlkit FAQ

What platforms does Crawlkit support?

CrawlKit supports a variety of platforms, including LinkedIn, Instagram, Play Store, and App Store, allowing you to extract structured data from multiple sources with ease.

Is there a limit on API calls?

CrawlKit operates on a credit-based system, meaning you can make as many API calls as you have credits for, with no monthly commitments or rate limits, giving you the freedom to scale as needed.

How does Crawlkit handle proxies?

CrawlKit automatically manages proxy rotation for you, which helps to bypass any rate limits or blocks that you might encounter when scraping data, ensuring a smooth extraction process.

Can I try Crawlkit for free?

Yes! CrawlKit offers a free tier that includes 100 credits, allowing you to explore its features and capabilities without any initial investment. You can upgrade anytime for more credits and features.

Stunning FAQ

What exactly does "full-stack" mean in Stunning?

In Stunning, "full-stack" means the AI generates a complete, functional web application that includes both the frontend (what users see and interact with in their browser) and the backend (the server, application logic, and database). You don't need to build these layers separately or connect different services. From a single description, you get a live application with a user interface, operational functionality, and a working database, all hosted and ready to go.

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

No, you do not need to know how to code to create basic websites and applications. The primary interface is descriptive: you tell the AI what you want in plain language. However, having some coding knowledge is beneficial if you wish to deeply customize, extend, or modify the generated code for more complex, unique requirements. The platform is designed to be accessible for beginners while still being a powerful accelerator for experienced developers.

Can I use Stunning for commercial projects and client work?

Absolutely. Stunning is built to empower professionals. You can use the applications you create for commercial purposes, including selling websites to clients. The platform helps you build professional-grade foundations rapidly, allowing you to focus on client relationships, customization, and delivering value. Many users in the community, as showcased, have successfully created client projects and generated revenue using the platform.

How does Stunning handle custom designs and branding?

Stunning generates applications based on your descriptive prompts, which can include design preferences like color schemes, layout styles, and component types. The AI incorporates modern, responsive design principles. For specific branding, you can further refine the generated code directly or use the platform's tools to adjust styles. The goal is to provide a high-quality, customizable starting point that you can then tailor to match precise brand guidelines.

Alternatives

Crawlkit Alternatives

CrawlKit is a powerful API-first platform designed for fast and efficient web scraping, data extraction, and monitoring. As a leader in the analytics and data category, it caters to developers and data teams who require seamless access to web data without the intricacies of managing scraping infrastructure. Users often seek alternatives due to factors like pricing constraints, feature requirements, or specific platform compatibilities that may not align with their unique needs. When searching for an alternative, it's crucial to consider the ease of integration, the robustness of the API, and the ability to handle dynamic content efficiently. Additionally, features such as real-time monitoring, data storage capabilities, and support for various data types should be prioritized to ensure that the chosen solution meets both current and future requirements effectively.

Stunning Alternatives

Stunning is a lightning-fast development platform for building full-stack web apps with integrated backend and database. It belongs to the modern low-code/no-code and rapid application development category, designed to turn ideas into functional applications at unprecedented speed. Users often explore alternatives for various reasons. These can include budget constraints, the need for specific niche features Stunning may not offer, or a requirement to deploy on a different platform or infrastructure. The search for the right tool is a natural part of finding the perfect fit for a project's unique scope and technical demands. When evaluating other platforms, key considerations should be development speed, ease of use, and the depth of integration. Look for solutions that minimize boilerplate work, offer an intuitive interface to accelerate building, and provide robust, built-in backend services to avoid managing disparate systems.

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