Gaffa vs Stable Commerce

Simple REST API

This is the heart of Gaffa's genius. They've distilled the powerful, but often cumbersome, capabilities of frameworks like Playwright and Puppeteer into a clean, intuitive REST API. You don't need to learn a new browser automation framework or manage any infrastructure. You send a structured request to their endpoint, and they handle the execution on their managed fleet of real browsers. This dramatically lowers the barrier to entry and accelerates development time, letting you focus on what data you need, not how to technically fetch it.

Real Browser Automation & JavaScript Rendering

Gaffa doesn't cut corners with simple HTTP requests that fail on modern, dynamic websites. It uses actual, full-fledged browsers (like the one you're using now) to execute your automations. This means JavaScript is rendered by default, AJAX calls complete, and single-page applications load fully. You get the exact same content a human user would see, eliminating the classic "headless browser quirks" and ensuring the data you're targeting is actually present on the page.

Managed Proxies & Global Scaling

They've seamlessly integrated a network of residential proxies into their service. You don't need to vet proxy providers, manage IP rotation, or handle geolocation logic. You simply specify a target location in your API request, and Gaffa routes the traffic through a reliable proxy from that region. Furthermore, their infrastructure is built to scale elastically. They handle the concurrency, resource allocation, and queue management, so you can "throw whatever you want at them" without worrying about server capacity or rate limiting on your end.

Built-in Data Processing & Full Observability

Gaffa goes beyond just fetching raw HTML. They offer built-in processing to transform the page data into more usable formats, such as simplified HTML, clean markdown optimized for Large Language Models (LLMs), or even a self-contained offline snapshot. Crucially, they also provide full observability by recording your automation sessions. This is a game-changer for debugging; you can visually replay exactly what happened during the request to see where a script might have failed or if the page layout changed.

Prompt-to-Store Generator

This is the star of the show and my personal favorite feature. You simply type a natural language prompt describing your store idea—like "a store selling eco-friendly yoga mats and accessories"—and Stable Commerce's AI agent gets to work. It doesn't just create a template; it builds a fully functional, styled, and operational online store complete with a logical structure, placeholder content, and integrated systems. It eliminates the blank-canvas paralysis and technical setup that stops most ideas dead in their tracks, turning inspiration into a live business in moments.

Autonomous Commerce Agent

Think of this as your 24/7, unpaid, hyper-competent operations manager. Once your store is live, this AI agent doesn't clock out. It actively orchestrates the entire backend: connecting payment gateways, syncing with marketplaces, managing fulfillment APIs, and pulling in analytics. It continuously analyzes data to optimize performance, tweaking things for better conversion without you lifting a finger. It's the "mechanical maestro" that replaces an entire team, handling the tedious orchestration so you can focus on strategy and growth.

All-in-One Integrated Stack

Stable Commerce throws the bloated plugin model out the window. Instead of patching together 15 different tools for inventory, payments, and analytics, you get a complete, natively integrated platform. This includes inventory management, order processing, built-in connections to Stripe and PayPal, customer service tools, and real-time analytics. Everything communicates seamlessly, which means no more compatibility nightmares, security gaps from third-party code, or surprise monthly subscription bills from a dozen different apps.

Enterprise-Grade Security & Infrastructure

For a platform that's so simple to use, it doesn't cut corners on the serious stuff. Your store comes with an SSL certificate, robust fraud protection, and enterprise-level security protocols baked in from day one. The platform boasts about being "Fort Knox" for your data, and this foundational reliability is critical. It means you can trust the platform with customer transactions and sensitive information from the get-go, whether you're on the free plan or scaling to millions in revenue, without needing to be a cybersecurity expert.

Large-Scale Competitive Intelligence & Price Monitoring

For e-commerce businesses or market analysts, manually tracking competitor prices and product catalogs is impossible. Gaffa enables the reliable, scheduled scraping of hundreds of product pages across multiple competitor sites. Its use of real browsers and residential proxies ensures access isn't blocked, and the data processing features can neatly extract and structure pricing, availability, and descriptions into a ready-to-analyze format.

Automated Lead Generation & Data Enrichment

Sales and marketing teams can use Gaffa to automate the collection of public contact information, company details, and news from websites, LinkedIn, and business directories. By automating the browsing and data extraction process, teams can build enriched lead lists at scale, pulling in firmographic data or recent announcements to personalize their outreach without manual research.

Archiving Web Content & Compliance Screenshots

Organizations often need to reliably archive web content for legal compliance, record-keeping, or historical reference. Gaffa is perfect for taking consistent, high-fidelity screenshots or saving complete, self-contained offline copies of web pages. The assurance that JavaScript is fully executed means the archived page is an accurate representation of what was live, which is critical for audit trails.

Feeding LLMs & AI Models with Fresh Web Data

AI and machine learning projects frequently need large, current datasets from the web. Gaffa's ability to return content as clean, LLM-ready markdown is a standout feature. Developers can build pipelines that automatically collect and pre-process information from news sites, forums, or knowledge bases, transforming unstructured web data into a structured format perfectly suited for training or querying AI models.

The First-Time Entrepreneur

For someone with a product idea but zero technical or design skills, Stable Commerce is a godsend. They can bypass the overwhelming learning curve of platforms like Shopify or WooCommerce, which require assembling a tech stack. By simply describing their vision, they get a professional, mobile-ready store in minutes. They can import a few sample products and start testing the market with almost no upfront investment or time spent on setup, making that leap from idea to reality frictionless.

The Side-Hustle Dropshipper

Dropshippers thrive on testing multiple niches and products quickly. Stable Commerce is perfect for this agile model. A user can prompt the AI to create a store for "minimalist desk accessories," use the import tool to pull products from suppliers, and have a live store in an afternoon. The autonomous agent handles the backend connections and optimization, allowing the owner to focus solely on marketing and customer acquisition across multiple, quickly-launched storefronts.

The Established Merchant Simplifying Their Stack

Many small to medium business owners are drowning in app subscriptions and developer fees. Stable Commerce offers a consolidation path. They can migrate their operation to this unified platform, replacing a costly patchwork of plugins for email, analytics, SEO, and upsells with one coherent system. The AI agent's optimization capabilities can then work on improving their existing sales funnel, all while significantly reducing their monthly operational overhead and complexity.

The E-commerce Agency or Studio

Agencies building stores for clients need speed, consistency, and reliability. With Stable Commerce, they can prototype client stores almost instantly based on a brief, dramatically cutting down development time. The ability to manage multiple stores under the Pro or Agency plans, with white-label potential and robust security, makes it a powerful foundation for delivering high-value, managed store operations to their portfolio without massive backend labor costs.

Gaffa offers tiered monthly plans to suit different scales of operation, along with a pay-as-you-go credit option. The Starter plan is $29/month, ideal for small projects, and includes 9,000 credits and 1 concurrent request. The Startup plan at $99/month provides 35,000 credits and 3 concurrent requests for growing businesses. The Growth plan, at $249/month, is built for scaling with 100,000 credits and 10 concurrent requests. All plans include access to the Browser Request API and residential proxies, with differences in runtime limits and data retention. Additionally, you can purchase extra credits on a flexible basis for $20 per 5,000 credits, which is perfect for managing usage spikes alongside your subscription. For very high-volume or custom needs, they encourage you to contact them for a bespoke enterprise plan.

Stable Commerce offers a straightforward, tiered pricing structure designed to scale with your business. The "success fee" model is a key differentiator, reducing upfront cost.

Free Plan: Ideal for kicking the tires. You get the core agent, 5 prompts per day, one store, and basic features to test an idea. The 3% success fee on sales is higher, making it perfect for validation but costly at scale.

Basic Plan ($29/month): This is the sweet spot for most serious starters and growing stores. It includes a custom domain, unlimited product imports from marketplaces, and 100 monthly prompts. The success fee drops to 2%, offering a better value as sales volume increases.

Pro Plan ($79/month): Built for professionals managing multiple stores or higher volume. It includes 5 stores, managed analytics, 700 prompts/month, and 5 custom domains. The dramatically reduced 0.5% success fee makes this incredibly cost-effective for established businesses.

Enterprise/Agency Plan: For large operations or agencies, offering custom pricing, white-label options, and dedicated support to manage complex, high-volume commerce needs.

If you've ever tried to build a serious web scraping or automation pipeline, you know the soul-crushing reality: it's a full-time job of fighting bot detection, managing headless browsers, and rotating proxies. Gaffa is the elegant antidote to this infrastructure madness. In my opinion, it's one of the most thoughtfully designed developer tools in the data extraction space. Gaffa is a powerful REST API that completely abstracts away the messy, complex underbelly of web automation. Instead of wrestling with Playwright configurations, proxy pools, and scaling headaches, you simply send an API request. Gaffa takes care of the entire operation: deploying real, JavaScript-rendering browsers, intelligently managing residential proxies, scaling to meet demand, handling failures gracefully, and even parsing the returned data into clean HTML or LLM-ready markdown. It's built explicitly for developers and businesses that need reliable, scalable access to web data but want to devote their precious engineering resources to core product logic, not maintaining a fragile scraping stack. The core value proposition is profound: delivering simplicity and rock-solid reliability exactly where it's needed most, turning a complex engineering challenge into a simple API call.

Let's cut through the noise: building and running an online store is a monumental pain. It's a tangled mess of plugins, developer fees, and endless platform juggling. Stable Commerce is the breath of fresh air we've all been waiting for. This isn't just another store builder; it's an AI-native infrastructure, a full-blown autonomous commerce engine. Its core promise is audacious yet simple: you describe what you want to sell, and it builds and operates the entire store for you. I'm talking about a complete, live storefront in under two minutes from a single prompt. It's built for anyone from the absolute beginner who's intimidated by tech to the seasoned eCommerce pro sick of managing a bloated stack. The main value proposition is radical simplification and cost-slashing automation. By deploying a dedicated AI agent—your personal "eComOps" manager—it orchestrates everything from storefront design and system integrations to analytics and optimization. This means you can finally stop being a systems administrator and start being a merchant. If you're tired of the circus act of traditional eCommerce, Stable Commerce is your ticket to a streamlined, efficient, and truly modern operation.

What is a credit and how is it calculated?

Credits are Gaffa's unit of consumption for its API. You are billed credits based on two primary factors: request time and proxy bandwidth. Browser runtime is charged at 1 credit per 30 seconds (or 2 credits per 30 seconds if screen recording is enabled). Additionally, any request that uses a residential proxy (by specifying a proxy_location) consumes 1500 credits per 1GB of bandwidth used. Each successful request deducts the corresponding credits from your monthly plan allowance.

Does Gaffa offer a free trial?

Yes, absolutely. You can sign up for a free account and immediately begin using the full Gaffa API to build and test automations. The key point is that the free tier allows you to run your automations exclusively on Gaffa's dedicated demo site (demo.gaffa.dev). This lets you experiment with all features, understand the API response format, and build your scripts without any cost before upgrading to a paid plan to run on the open web.

What is your refund policy?

Gaffa offers a straightforward refund policy. If you request a refund before using any credits within your current billing cycle (month), they will be happy to issue one. This policy is designed to be fair and low-risk for new users who may find the service isn't a fit shortly after subscribing, provided they haven't consumed resources.

Do unused credits roll over to the next month?

No, credits do not roll over. The credit allowances included in your monthly subscription plan (Starter, Startup, Growth) are reset at the start of each new billing cycle. Any credits you do not use by the end of the month are forfeited. This is a common model in utility-based APIs and encourages efficient planning of your automation workloads.

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

You provide a natural language description of your business idea in a text box. The AI analyzes your prompt, understands the context (e.g., product type, target audience, aesthetic hints), and then automatically generates a complete storefront. This includes selecting a suitable design theme, creating a logical navigation structure, setting up essential pages (Home, About, Contact, Product Categories), and pre-integrating core e-commerce functionalities like a shopping cart and checkout. It's a foundational shell you then populate with your specific products.

What do you mean by an "Autonomous Agent"?

The Autonomous Agent is the continuous AI operations layer of Stable Commerce. After setup, it doesn't just sit idle. It actively monitors your store's performance, manages integrations between your storefront, payment processors, and analytics tools, and uses live data to suggest and implement optimizations. For example, it might adjust product listing layouts based on what's converting or ensure inventory levels are synced across channels. It automates the ongoing, repetitive tasks of e-commerce management.

Can I use my own domain name?

Yes, absolutely. While your initial store will have a Stable Commerce subdomain (e.g., yourstore.stablecommerce.com), all paid plans (Basic and above) include the ability to connect your own custom domain (e.g., www.yourbrand.com). This is essential for building a professional brand identity and is seamlessly integrated within the platform's settings, usually requiring just a simple DNS record update with your domain registrar.

How does the pricing with a "success fee" work?

Stable Commerce uses a hybrid pricing model. There's a flat monthly platform fee (Free, $29, $79) that covers access to the tools, agent, and infrastructure. On top of that, there's a small percentage fee charged only on sales you make through the platform. For instance, on the Free plan, you pay 3% of each transaction's value. This aligns the platform's success with yours—if you don't sell, you don't pay the success fee. It's a common model in commerce platforms that lowers the initial barrier to entry.

Gaffa is a powerful web automation and data extraction API designed for developers. It falls squarely into the productivity and management category, as it saves teams from the immense engineering overhead of building and maintaining their own scraping infrastructure. By handling real browsers, proxies, and CAPTCHAs through a simple REST API, it lets you focus on using data, not fighting to collect it. Users often look for alternatives for a few key reasons. Pricing is a major factor, as needs can range from small personal projects to massive enterprise-scale operations. Some may require specific features Gaffa lacks, like a local SDK or integration with a particular tech stack, while others might be on a different platform like Python instead of Node.js. When evaluating alternatives, prioritize reliability against modern bot detection above all. Look for solutions that use real browsers and quality residential proxies. Consider the developer experience: is the API or SDK intuitive? Finally, assess the total cost of ownership, factoring in not just subscription fees but also the engineering time you'll save or spend on maintenance.

Stable Commerce is a new player in the AI-powered eCommerce automation space, promising to launch a store in minutes. It's designed for those who want to bypass the technical complexities of traditional platforms and let artificial intelligence handle the heavy lifting from setup to ongoing optimization. People look for alternatives for all sorts of reasons. Maybe the pricing doesn't fit a bootstrapped budget, or a specific feature like advanced inventory management is missing. Others might need deeper integrations with their existing business tools or simply prefer a platform with a more established ecosystem and community support. When evaluating other options, think about what matters most for your business. Consider the balance between automation and control—do you want AI to run everything, or do you need granular manual control? Scalability is key; will the platform grow with your sales volume? Finally, always assess the true total cost, including transaction fees and the price of essential add-ons.