Gaffa vs Stable Commerce

Simple REST API Abstraction

Gaffa's foundational feature is its powerful REST API that abstracts away the complexities of browser automation frameworks like Playwright, Selenium, and Puppeteer. With a single API call, you can command real browsers at scale, leaving the headaches of framework configuration, driver management, and script maintenance behind. This paradigm shift allows developers to integrate sophisticated web interaction and data extraction capabilities directly into their applications without becoming experts in low-level browser automation protocols.

Real Browser Execution & JavaScript Rendering

Unlike basic HTTP clients or headless browsers with detection quirks, Gaffa executes commands on genuine, fully-fledged browsers. This ensures perfect JavaScript rendering by default, allowing you to interact with and scrape data from the most modern, dynamic web applications (SPAs) exactly as a human user would. This capability is critical for accessing data behind complex client-side logic and evading anti-bot systems that fingerprint headless environments.

Integrated Proxy Network & Global Scaling

Gaffa seamlessly integrates with a managed network of residential proxies, providing fast and reliable access from geographic locations across the globe. You simply specify your target location, and Gaffa handles the rest—no need to source, rotate, or manage proxy IPs yourself. This built-in infrastructure, combined with automatic scaling, means you can throw any volume of work at the platform without worrying about IP bans, rate limits, or scaling distributed systems.

AI-Ready Data Processing & Full Observability

Gaffa goes beyond returning raw HTML. It can intelligently process page data into simplified HTML, clean markdown optimized for Large Language Model (LLM) ingestion, or even save self-contained offline versions of pages. Coupled with full session recording and observability tools, you get complete transparency into every automation. You can watch exactly what happened, debug issues visually, and receive data in the most usable format for your downstream AI models and analytics pipelines.

AI-First E-Commerce Engine

Launch fully operational online stores with just one prompt. This feature enables users to import products seamlessly from Excel or CSV files, simplifying the store creation process. Within two minutes, your store can be live, eliminating the need for cumbersome apps, plugins, and templates.

Autonomous Agent

Imagine having a dedicated assistant that operates around the clock without complaints. The Autonomous Agent manages every aspect of your eCommerce operation, from connecting systems to analyzing performance metrics. It ensures that all components of your store work in harmony, allowing you to focus on sales and customer satisfaction.

Complete E-commerce Stack

Stable Commerce provides a comprehensive eCommerce stack that includes inventory management, order processing, fulfillment APIs, and customer service tools. This all-in-one solution means you can manage every facet of your online business without needing separate applications or platforms.

Payment Processing Integration

Experience hassle-free transactions with integrated payment processing options, including Stripe and PayPal, along with over 50 other payment gateways. This feature ensures that money flows into your business smoothly, allowing you to focus on scaling your operations without worrying about payment complications.

Building AI Training Datasets

Startups and AI research labs require massive, high-quality, and current datasets to train and fine-tune machine learning models. Gaffa enables the automated, large-scale collection of text, image, and structured data from diverse public web sources. Its ability to render JavaScript and process data into clean formats like markdown makes it indispensable for creating the foundational datasets that power the next generation of AI applications.

Competitive Intelligence & Market Research

Market intelligence firms and business analysts use Gaffa to autonomously monitor competitors' websites, track pricing fluctuations, analyze product catalogs, and gather sentiment from reviews and forums. The platform's reliability at scale and geographic proxy capabilities allow for continuous, global market surveillance, turning the public web into a real-time strategic dashboard for data-driven decision-making.

E-Commerce Price & Inventory Monitoring

E-commerce businesses and aggregators leverage Gaffa to track competitor pricing, monitor stock levels, and scrape product details across thousands of SKUs. By automating these tasks with human-like browsing patterns, they can dynamically adjust their own pricing strategies, identify market gaps, and ensure their product feeds are always up-to-date, all without triggering anti-scraping defenses.

Academic Research & Data Journalism

Researchers and journalists often need to collect data from numerous public websites, government portals, or social media platforms for longitudinal studies or investigative reporting. Gaffa democratizes this access, allowing them to design precise data collection automations without needing a team of software engineers. It ensures the data is collected consistently, ethically at scale, and is ready for immediate analysis.

New Entrepreneurs

For individuals just starting in eCommerce, Stable Commerce offers a user-friendly platform that enables the rapid setup of an online store without prior technical knowledge. With its AI-driven features, entrepreneurs can easily import products and launch their businesses in minutes.

Scaling Businesses

Established eCommerce businesses looking to optimize their operations can leverage Stable Commerce's Autonomous Agent. This feature automates routine tasks, allowing business owners to focus on strategic growth initiatives rather than getting bogged down in day-to-day management.

Marketplace Sellers

Those selling products on various marketplaces can benefit from the complete eCommerce stack provided by Stable Commerce. This integration allows for seamless product imports and centralized inventory management, simplifying the multi-channel selling process.

Agencies and Enterprises

Agencies and enterprises can take advantage of Stable Commerce's custom pricing and advanced features designed for high-volume operations. The platform's robust analytics and optimization tools enable large-scale eCommerce operators to maintain efficiency and drive sales across multiple storefronts.

Gaffa is the autonomous data acquisition engine for the AI era, a revolutionary API-first platform that surgically removes the immense technical burden of web data extraction. It represents a quantum leap beyond traditional scraping tools, providing a single, elegant REST API that replaces the need to build and maintain complex, scalable infrastructure involving headless browsers, proxy networks, and CAPTCHA-solving services. Designed for developers, data scientists, and businesses, Gaffa delivers profound simplicity through immense power. It handles the entire pipeline, from mimicking human-like browsing behaviors and rendering JavaScript-heavy Single Page Applications (SPAs) to processing raw HTML into AI-ready structured formats like JSON or clean markdown. Whether you're a startup building foundational AI training datasets, a market intelligence firm tracking global trends, an e-commerce analyst monitoring competitors, or an academic researcher gathering information, Gaffa provides reliable, large-scale access to web data. Its core value proposition is clear: focus purely on leveraging data, not fighting for it in a digital landscape fortified with increasingly sophisticated anti-bot defenses.

Stable Commerce is an innovative AI-native infrastructure designed to revolutionize the eCommerce landscape. It empowers users to effortlessly create, operate, and manage online stores with a focus on simplicity and efficiency. Whether you are a budding entrepreneur or a seasoned eCommerce professional, Stable Commerce offers a comprehensive suite of tools tailored to meet your needs. The platform's main value proposition lies in its ability to automate complex processes, allowing store owners to focus on growth and customer engagement. By leveraging cutting-edge AI technology, Stable Commerce eliminates the hassle of traditional eCommerce management, making it accessible for everyone. With features like a smart eCommerce coach and a prompt-to-store generator, launching an online business has never been easier or more efficient. The platform provides an all-in-one solution, removing the need for clunky plugins and extensive manual work, allowing users to set up fully operational stores in minutes.

What is a credit and how is it calculated?

A credit is Gaffa's unit of consumption for its browser automation service. It is calculated based on two primary factors: execution time and proxy usage. Browser runtime is billed at 1 credit per 30 seconds of request execution (doubled to 2 credits if screen recording is enabled). Additionally, any request using a residential proxy incurs a bandwidth charge of 1500 credits per 1GB of data transferred. This model aligns cost directly with actual resource usage.

Does Gaffa offer a free trial?

Yes, Gaffa provides a fully-featured free tier that allows you to experiment with the complete API. You can sign up and immediately begin building and testing automations on Gaffa's dedicated demo site (demo.gaffa.dev). This sandbox environment requires no credit card and lets you validate the platform's capabilities before upgrading to a paid plan for use on the live, open internet.

What is Gaffa's refund policy?

Gaffa is happy to offer a refund upon request, provided the refund is asked for within the current billing month and before any credits from that month's allowance have been consumed. This policy ensures fairness and allows users to confidently evaluate the service for their specific use case without financial risk.

Do unused credits roll over to the next month?

No, credits do not roll over from month to month. The credit allowances included in your monthly subscription plan (Starter, Startup, Growth) are reset at the start of each new billing cycle. Any unused credits from the previous period are forfeited, so it's optimal to plan your automation workload within your monthly credit allocation.

How does Stable Commerce simplify eCommerce management?

Stable Commerce automates complex processes through its AI-native infrastructure, allowing users to manage their online stores without the need for multiple plugins or manual tasks. This efficiency leads to significant cost savings and a smoother operational flow.

What types of businesses can benefit from using Stable Commerce?

Stable Commerce is designed for a wide array of users, including new entrepreneurs, scaling businesses, marketplace sellers, and large agencies. Its adaptable features cater to varying needs, making it an ideal choice for anyone looking to streamline their eCommerce operations.

Is there a limit to how many stores I can create?

The number of stores you can create depends on the pricing plan you choose. For instance, the Pro plan allows for the creation of up to five stores, enabling eCommerce professionals to manage multiple operations from a single platform.

What payment options are integrated into Stable Commerce?

Stable Commerce offers a variety of integrated payment processing options, including Stripe and PayPal, along with 50+ other gateways. This ensures that businesses can receive payments quickly and efficiently, enhancing the overall customer experience.

Gaffa is an autonomous data acquisition engine, a revolutionary API-first platform in the browser automation and web data extraction category. It surgically removes the immense technical burden of building scalable scraping infrastructure, allowing users to focus purely on leveraging data through a single, powerful API call. Users may explore alternatives for various reasons, including specific budget constraints, the need for different feature integrations, or platform compatibility requirements beyond a pure API model. Some may seek more granular control over the underlying infrastructure or have use cases that demand specialized tooling. When evaluating an alternative, consider the core pillars of modern data acquisition: scalability against anti-bot defenses, reliability in rendering JavaScript, the simplicity of the integration model, and the ability to output AI-ready structured data. The goal is to find a solution that balances raw power with operational simplicity, minimizing the fight for data.

Stable Commerce is an AI-native eCommerce platform designed to streamline the process of launching and managing online stores. By leveraging advanced artificial intelligence, it enables users to effortlessly set up their businesses in under two minutes, automating complex tasks and optimizing operations for maximum efficiency. This revolutionary infrastructure is tailored for both aspiring entrepreneurs and experienced eCommerce professionals, making it a pivotal tool in the modern digital marketplace. Users often seek alternatives to Stable Commerce for various reasons, including pricing structures, specific feature sets, or unique platform requirements that better align with their business goals. When searching for an alternative, it's essential to evaluate factors such as ease of use, scalability, automation capabilities, and overall value to ensure the chosen solution can effectively support your growth ambitions and enhance customer engagement.