Crawlkit vs Stunning

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

Crawlkit is a seamless API that extracts structured data and screenshots from any website in one simple request.

Last updated: February 28, 2026

Stunning instantly builds full-stack web apps from your description with backend and database.

Last updated: March 1, 2026

Visual Comparison

Crawlkit

Crawlkit screenshot

Stunning

Stunning screenshot

Feature Comparison

Crawlkit

One API for All Data Sources

Crawlkit provides a unified API that allows users to extract structured data from multiple platforms, including LinkedIn, Instagram, and app stores. This means developers can access diverse data types with just one request, streamlining the data collection process.

Automatic Proxy Management

Gone are the days of managing rotating proxies manually. Crawlkit automatically handles proxy rotation and blocking evasion, ensuring that requests are processed smoothly and efficiently. This feature significantly reduces downtime and enhances data collection reliability.

Complete and Clean Data Outputs

Crawlkit guarantees complete results by waiting for full page loads and validating responses. Users receive clean and structured data, eliminating the hassle of dealing with partial or broken outputs, thereby improving the quality of insights derived from the data.

Transparent Pricing Structure

Crawlkit operates on a credit-based pricing model, providing users with a clear understanding of costs. There are no hidden fees or surprise charges, making budgeting for data extraction straightforward and predictable. Users can scale as needed without worrying about escalating costs.

Stunning

AI-Powered Vibe Coding

Describe your application idea in plain English, and Stunning's AI generates the complete codebase. It interprets your "vibe" or vision to automatically build the frontend UI, backend logic, and database schema, turning a simple prompt into a fully functional web app in minutes.

Full-Stack Application Generation

Stunning doesn't just create landing pages; it builds complete, full-stack applications. This includes a responsive frontend, a robust backend API, and a connected database. Everything is integrated and deployed as a cohesive, working product, ready for users.

Built-in RTL Language Support

The platform natively supports Right-to-Left languages like Arabic, making it a powerful tool for global creators. It automatically handles RTL styling and layout, ensuring professional, culturally adapted websites and applications without any extra development effort.

One-Click Deployment & Hosting

Go from description to a live URL in one click. Stunning manages all deployment, hosting, and infrastructure complexities. Your application is automatically published to a secure, scalable environment, so you can share and launch your project instantly.

Use Cases

Crawlkit

CRM Enrichment

Businesses can enrich their CRM systems by automatically pulling LinkedIn profile data, including job titles, company information, and contact details. This enhances lead quality and streamlines sales processes by ensuring teams have up-to-date information.

Social Media Analytics

Marketers can utilize Crawlkit to track competitor growth on platforms like Instagram. By monitoring follower counts, engagement rates, and post performance over time, businesses can refine their marketing strategies based on real-time data.

Competitive Intelligence

Crawlkit allows organizations to gather data on competitors, including pricing, product offerings, and customer reviews. This intelligence helps businesses stay ahead in their industry by making informed decisions based on comprehensive market insights.

App Review Analysis

Developers and product managers can extract and analyze app reviews from platforms like the App Store and Play Store. This enables teams to gauge user sentiment, identify potential issues, and enhance product offerings based on user feedback.

Stunning

Rapid Prototyping for Entrepreneurs

Ideal for founders and entrepreneurs needing to quickly validate a business idea with a working prototype. Describe your concept for a SaaS tool, marketplace, or service platform and get a live demo to test with users or pitch to investors in record time.

Client Project Delivery for Agencies

Digital agencies and freelancers can use Stunning to drastically cut development timelines for client websites and web applications. Deliver high-quality, custom projects faster, increase client throughput, and improve profitability without sacrificing code quality.

Internal Tool Development

Businesses can quickly build custom internal tools, admin panels, or dashboards. Describe the needed data management, reporting, or workflow automation features, and Stunning generates a secure, functional internal application without diverting engineering resources.

Portfolio & Business Website Creation

Professionals, artists, and small businesses can create stunning portfolio websites, business landing pages, or e-commerce storefronts. Simply describe your brand, services, and content needs to get a professional, responsive site online without hiring a developer.

Overview

About Crawlkit

Crawlkit is a developer-first web data extraction platform that simplifies the process of collecting data from websites. Designed specifically for developers, data engineers, and business teams, it eliminates the complexities of traditional web scraping. Users can avoid the burdens of maintaining infrastructure such as rotating proxies, headless browsers, and anti-bot measures. With Crawlkit, a simple API call retrieves structured data, allowing teams to focus on leveraging data rather than gathering it. The platform excels in extracting various data types, including HTML content, structured search results, and professional data from sources like LinkedIn and Instagram. Crawlkit boasts an industry-leading success rate and a global edge network for fast response times, making it an ideal choice for anyone needing reliable web data.

About Stunning

Stunning is an AI-powered Vibe coding platform that revolutionizes full-stack web development. It allows users to build complete, production-ready web applications—including frontend, backend, and database—simply by describing their vision in natural language. Engineered for unparalleled speed, it is the fastest way to transform an idea into a live, deployed application. The platform eliminates the traditional complexities of manual coding, infrastructure setup, and DevOps, making professional web development accessible to everyone. It serves a wide audience, from entrepreneurs and business owners validating ideas to software engineers and digital agencies accelerating client work. Its core value proposition is a dramatic 10x reduction in development time. A standout, globally-minded feature is its built-in, seamless support for Right-to-Left (RTL) languages, empowering creators in diverse markets to build with ease.

Frequently Asked Questions

Crawlkit FAQ

What types of data can I extract using Crawlkit?

Crawlkit allows you to extract structured data from a variety of platforms, including LinkedIn, Instagram, and app stores. You can access raw HTML, structured search results, and detailed user profiles.

How does Crawlkit handle rate limits?

Crawlkit automatically manages rate limits and implements retries for failed requests. This ensures that your data collection efforts are not hindered by external limitations, providing a seamless experience.

Is there a limit to the number of API calls I can make?

Crawlkit operates on a credit-based system, allowing users to make as many API calls as their credits allow. There are no monthly commitments or hidden fees, making it flexible and user-friendly.

Can I integrate Crawlkit with my existing tools?

Yes, Crawlkit is a simple HTTP API that works with any programming language or automation tool. This compatibility ensures that you can easily integrate it into your current workflows without restrictions.

Stunning FAQ

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

Full-stack means Stunning AI generates every layer of a modern web application for you. This includes the user interface (frontend/HTML/CSS), the server-side application logic and API (backend), and the database to store and manage your application's data. You get a complete, connected system.

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

No, coding knowledge is not required. The primary interface is natural language description. You describe what you want to build, and Stunning writes all the code. It's designed for idea people, business owners, and professionals who want results without technical barriers.

How does the RTL (Right-to-Left) support work?

RTL support is built directly into the platform's AI and styling engine. When you describe a website or app intended for an RTL language audience (like Arabic or Hebrew), Stunning automatically applies the correct text direction, layout mirroring, and styling to ensure a perfect, native experience.

Can I customize the applications Stunning creates?

Yes. While Stunning generates a complete, working application from your description, you have full access to the clean, standard code it produces. Developers can then extend, modify, and customize the application further using traditional coding tools if desired.

Alternatives

Crawlkit Alternatives

Crawlkit is a robust API designed for web data extraction, enabling users to easily gather data and screenshots from any website. Positioned in the analytics and data category, it caters specifically to developers, data engineers, and business teams seeking to streamline the often cumbersome process of web scraping. Users often seek alternatives due to various reasons, including pricing, specific feature needs, or compatibility with different platforms. When exploring alternatives, it is essential to consider factors such as ease of use, the ability to handle complex websites, support for multiple data formats, and the reliability of the service in overcoming anti-bot measures. Evaluating these criteria can help ensure that the chosen solution effectively meets your web scraping objectives without the associated headaches.

Stunning Alternatives

Stunning is an AI-powered development platform that instantly builds full-stack web applications from a natural language description. It belongs to the category of AI code generation and low-code development tools, designed to drastically reduce the time from idea to live application. Users may explore alternatives for various reasons, such as specific budget constraints, the need for different feature sets like custom code export, or a preference for a different development workflow. Some may require more granular control over the infrastructure or seek platforms tailored to particular frameworks or hosting environments. When evaluating alternatives, key considerations include the quality and flexibility of the generated code, the level of control over the backend and database, the overall cost structure, and the platform's ability to support the specific type of application you intend to build. The ideal choice balances speed with the necessary customization for your project's long-term success.

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