Gaffa vs Stable Commerce

Simple REST API for Automation

Gaffa abstracts the complexities of frameworks like Playwright, Selenium, and Puppeteer into a straightforward REST API. This means you can control real browsers at scale with a single API call, leaving behind the need to manage frameworks, configuration, and low-level browser drivers. It dramatically reduces the learning curve and development time, allowing you to implement powerful browser automation without deep expertise in specific testing or automation libraries.

Real Browser Interaction & JavaScript Rendering

Unlike basic HTTP clients, Gaffa uses real browsers by default, ensuring full JavaScript rendering and eliminating the quirks associated with headless browsers. This guarantees that your automations interact with web pages exactly as a human user would, which is critical for navigating modern, dynamic websites that rely heavily on client-side scripts for content loading and functionality.

Built-in Global Proxy Network

Gaffa seamlessly integrates with a network of residential proxies, managed for you. You simply specify your target geographic location, and Gaffa handles the rest, providing fast and reliable access from across the world. This removes the significant operational burden of sourcing, rotating, and maintaining your own proxy infrastructure to avoid IP blocks and geo-restrictions.

Advanced Data Processing & Observability

Gaffa goes beyond fetching raw HTML. It can process page data into simplified HTML, LLM-ready markdown, or even save a self-contained offline version. Furthermore, it offers full observability by recording your automation sessions. This allows you to easily replay and debug interactions, providing clear visibility into what happened during each request, which is invaluable for maintaining robust data pipelines.

Prompt-to-Store Generator

This foundational feature allows you to launch a fully operational, customized online store in under two minutes simply by describing what you want to sell. The AI interprets your prompt, automatically designs the storefront, sets up the necessary pages, and applies a mobile-responsive design. It eliminates the weeks of setup typically associated with choosing themes, configuring settings, and installing basic plugins, enabling you to move from idea to live business at unprecedented speed.

Autonomous Commerce Agent

Acting as your full-time, automated operations manager, this intelligent agent is the heart of the platform. Once your store is live, the agent continuously works in the background. It orchestrates connections between your storefront, payment processors, analytics tools, and fulfillment systems. It analyzes real-time sales and customer behavior data, then uses those insights to autonomously suggest and implement optimizations for better performance, acting as a tireless partner in driving growth.

Unified E-Commerce Stack

Stable Commerce consolidates every critical tool you need into one seamless platform, throwing out the need for disparate apps and plugins. This includes built-in inventory management across unlimited locations, order processing, integrated payment gateways like Stripe and PayPal, customer service tools, and enterprise-grade security with SSL certificates. This integration ensures all parts of your business work in harmony, reducing points of failure and simplifying management.

Smart Marketplace Import

Accelerate your product catalog setup by effortlessly importing items from major online marketplaces like eBay, Etsy, and Amazon directly into your Stable Commerce store. This feature is invaluable for dropshippers, artisans expanding their reach, or retailers looking to aggregate products, allowing you to populate your store with detailed listings in minutes rather than manually entering data for hours or days.

Competitive Intelligence and Market Research

Startups and enterprises can use Gaffa to automate the collection of pricing, product listings, and promotional data from competitor websites at scale. This provides a reliable, up-to-date stream of market intelligence to validate business strategies, track market movements, and inform critical decisions without manual, error-prone data gathering.

Building Data-Driven Products

Companies building products that rely on external web data—such as price comparison engines, lead generation platforms, or content aggregators—can use Gaffa as their core data ingestion engine. Its scalability and reliability ensure their product has a consistent and high-quality data feed, allowing the team to focus on product features and user experience instead of pipeline maintenance.

Automated Content Extraction and Archiving

Researchers, journalists, and compliance teams can leverage Gaffa to systematically scrape, archive, and convert web content into structured formats. Whether saving web pages as self-contained offline documents for legal records or converting articles into clean markdown for analysis by Large Language Models (LLMs), Gaffa automates and simplifies the entire process.

Automated Testing and Monitoring

Development and operations teams can utilize Gaffa to automate complex user journey tests on live production websites or monitor third-party service uptime and content changes. By executing real browser interactions, it can verify that critical user flows work correctly and alert teams to unexpected changes or outages on external sites they depend on.

The Aspiring Entrepreneur

An individual with a product idea but no technical or eCommerce experience can use Stable Commerce to bypass the steep learning curve. By inputting a simple prompt, they receive a professional, secure storefront almost instantly. The autonomous agent handles the complex backend setup, allowing them to focus solely on sourcing inventory, marketing, and engaging with their first customers, turning a side hustle into a real business without upfront technical investment.

The Scaling Brand Owner

A growing business overwhelmed by managing multiple plugins, recurring developer fees for every new feature, and manual analytics can use Stable Commerce to consolidate and automate. The platform's unified stack and autonomous optimizer free the owner from daily operational tasks, providing real-time insights and consistent performance tweaks. This enables strategic focus on branding, expansion, and customer acquisition, fueling sustainable scale.

The E-Commerce Agency

Agencies managing stores for multiple clients can leverage Stable Commerce's multi-store capabilities and efficient prompt-based creation to dramatically increase their service capacity and profitability. They can rapidly prototype and launch client stores, then rely on the autonomous agent to handle ongoing maintenance and optimization for each store, allowing them to serve more clients with fewer resources and lower overhead.

The Marketplace Seller Expanding to D2C

A successful seller on platforms like Etsy or Amazon looking to build a independent brand and capture more value can use Stable Commerce to launch a direct-to-consumer (D2C) channel. The smart import feature quickly migrates their existing listings, while the autonomous agent builds and manages the dedicated storefront. This diversifies their revenue streams and builds a branded asset they fully control.

Gaffa offers tiered pricing plans to suit projects at every stage of growth, along with flexible pay-as-you-go options.

Starter Plan ($29/month): Ideal for small or personal projects. Includes 9,000 credits, 1 concurrent request, a 1-minute max runtime, 7-day data retention, and access to residential proxies.

Startup Plan ($99/month): Designed to power growing startups. Includes 35,000 credits, 3 concurrent requests, a 2-minute max runtime, 30-day data retention, and residential proxies.

Growth Plan ($249/month): Built for scaling operations. Includes 100,000 credits, 10 concurrent requests, a 5-minute max runtime, 3-month data retention, and residential proxies.

Get Credits (Pay-As-You-Go): For additional or standalone usage, credits can be purchased at $20 per 5,000 credits, with the same allowances as the Starter plan. For bespoke, high-volume needs, custom enterprise plans are available by contacting the Gaffa team.

Stable Commerce offers simple, transparent pricing designed to scale with your business. You can start for free and upgrade as your sales and needs grow.

Free Plan ($0/month): Perfect for testing ideas. Includes the Stable Commerce Agent, 5 prompts per day, 1 store, import for up to 5 marketplace products, basic customization, SSL, and analytics. A 3% success fee applies on sales.

Basic Plan ($29/month): For growing stores. Includes everything in Free, plus unlimited marketplace product imports, 100 prompts per month, and 1 custom domain integration. The success fee is reduced to 2% on sales.

Pro Plan ($79/month): For professional operators at scale. Includes everything in Basic, plus 5 stores, managed analytics, 700 prompts per month, and 5 custom domain integrations. The success fee is significantly lower at 0.5% on sales.

Agency Plan (Custom Pricing): Tailored for agencies and enterprises with specific, high-volume needs, offering custom store limits, prompts, and dedicated support.

Gaffa represents the next evolutionary step for developers and businesses that have outgrown the fragile, time-consuming nature of DIY web data extraction and browser automation. In the early stages of a project, managing proxies, headless browsers, and CAPTCHA-solving scripts might be a manageable hurdle. However, as your ambitions grow and you target more complex, anti-bot protected websites, these homemade systems become a major bottleneck, consuming valuable engineering resources that should be focused on core product development. Gaffa solves this by providing a sophisticated, production-ready REST API that abstracts away the entire infrastructure headache. It empowers teams to progress from simple data fetching to executing complex, human-like browser interactions at any scale, without the operational overhead. Whether you're a startup validating a market with competitive data or an enterprise building a data-driven product, Gaffa provides the reliable, scalable foundation to fuel your growth. It lets you concentrate entirely on deriving insights and value from web data, not on maintaining the fragile tools to collect it. By handling the complexities of real browsers, global proxies, scaling, and data processing, Gaffa is the engine that powers your data evolution.

Stable Commerce represents the next evolutionary leap in eCommerce infrastructure, built from the ground up as an AI-native platform. It is designed for entrepreneurs and businesses at every stage of their growth journey, from the first-time seller testing an idea to the professional operator scaling multiple brands. The core mission is to eliminate the traditional complexity and high operational overhead of running an online store. By introducing an Autonomous eComOps Framework, Stable Commerce replaces the need for a patchwork of plugins, developers, and manual management with a single, intelligent agent. This agent acts as your mechanical maestro, orchestrating your entire commerce stack—from store creation and system integration to real-time analytics and continuous optimization—based on simple prompts. The value proposition is profound: transition from spending time and money on managing technology to focusing entirely on growing your business, with a platform that autonomously handles the operational heavy lifting while you steer the vision.

What is a credit worth and how is usage calculated?

Browser requests are charged in credits based on two primary factors: request length and proxy bandwidth. Request time is billed at 1 credit per 30 seconds (or 2 credits per 30 seconds if screen recording is enabled). Proxy usage is billed at 1500 credits per 1GB of bandwidth when a specific proxy_location is used. Each successful request deducts the corresponding credits from your monthly allowance, providing a clear and predictable cost structure for your automation workload.

Does Gaffa offer a free trial period?

Yes, Gaffa offers a free way to experiment with all key features. You can sign up and use the API to build and run automations on a dedicated demo site (demo.gaffa.dev) without requiring a credit card. This allows you to fully explore the API's capabilities, test your automation logic, and understand the platform's value before upgrading to a paid plan for use on the open internet.

What is Gaffa's refund policy?

Gaffa is happy to offer a refund if requested before any credits have been used within the current billing month. This policy ensures that customers can commit to a plan with confidence, knowing they can receive a refund if their needs change before actively consuming resources on the platform. More details are available in the full policy documentation.

Do unused credits roll over to the next month?

No, credits do not roll over from month to month. The credit allowance included with your monthly subscription plan is reset at the start of each new billing cycle. This is a common model for usage-based services and helps keep pricing simple and predictable. It's designed to align with typical monthly operational budgeting for data extraction projects.

How does the "prompt-to-store" feature actually work?

You provide a natural language description of your business (e.g., "an online store selling eco-friendly yoga mats and accessories"). Stable Commerce's AI then generates a complete store structure, including a homepage, product pages, about section, and contact page, with an aesthetically pleasing design tailored to your niche. It automatically integrates essential functions like a shopping cart and checkout, providing a live, operational foundation you can further customize.

What is the "success fee" mentioned in the pricing?

The success fee is a transaction-based charge applied to your sales, on top of any monthly subscription. It covers the value provided by the autonomous agent's ongoing optimization, payment processing, and platform maintenance. For example, on the Free plan, if you make a $100 sale, a $3 fee (3%) is deducted. This aligns Stable Commerce's incentives with your growth—the platform succeeds only when you do.

Can I connect my own custom domain name?

Yes, absolutely. While your store gets a free Stable Commerce subdomain to start, all paid plans (Basic and above) include the ability to connect one or more custom domains (e.g., www.yourbrand.com). This is essential for building a professional brand identity and customer trust, and the process is managed seamlessly within the platform's settings.

How does the Autonomous Agent handle security and payments?

Security is enterprise-grade and built-in. Your store includes a free SSL certificate for encrypted data transmission. The agent integrates with PCI-compliant, top-tier payment processors like Stripe and PayPal, ensuring all financial transactions are handled securely on their certified systems. The platform itself employs robust security protocols and fraud detection measures, creating a Fort Knox-like environment for your business data.

Gaffa is a sophisticated web data extraction and browser automation platform, designed to evolve projects from fragile, DIY coding to simple, scalable API calls. It falls into the productivity and management category, helping teams automate complex data workflows. As projects mature, users often explore alternatives to find a solution that aligns perfectly with their evolving needs, whether due to budget constraints, specific feature requirements like custom integrations, or the need for a different technical approach. When evaluating options, it's crucial to consider your project's growth stage. Early-stage ventures might prioritize ease of use and quick setup, while scaling enterprises need robust reliability, advanced anti-bot circumvention, and hands-off infrastructure management. Key decision factors often include the sophistication of stealth technology, the flexibility of data handling and exports, and the total cost of ownership beyond just the initial price point. The right tool should not only solve today's data challenges but also provide a clear path for future evolution. Look for a platform that abstracts complexity without sacrificing power, enabling your team to focus on deriving insights from data rather than maintaining the machinery that collects it. This ensures your data pipeline scales in tandem with your business ambitions.

Stable Commerce is an AI-native eCommerce and automation platform designed to launch and manage online stores with unprecedented speed and simplicity. Its core promise is to eliminate technical complexity, allowing entrepreneurs to focus on business growth rather than backend operations. Users often explore alternatives for various reasons, such as specific budget constraints, the need for more advanced or niche features, or a preference for a different operational model. The eCommerce landscape is vast, and the ideal platform depends heavily on the unique stage and vision of a business. When evaluating other solutions, consider your current growth stage and future trajectory. Key factors include the level of desired automation, scalability potential, the learning curve involved, and how well a platform's philosophy aligns with your own approach to business evolution and customer engagement.