Gaffa vs Patrivox

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.

Automation

With the drag-and-drop functionality, users can easily upload their PDFs in bulk. Mistral AI automatically reads and classifies the documents, making them searchable in mere minutes. This feature eliminates the need for manual entry and configuration, streamlining the digitization process.

Advanced Search Capabilities

Patrivox offers full-text search across entire collections with impressive speed and accuracy. Users benefit from typo tolerance, enabling them to find information quickly. Additionally, the platform supports filtering by date, author, and type, while also allowing natural language queries that yield sourced answers from the AI.

Interactive Knowledge Graph

The platform's ability to identify and link entities such as people, places, and organizations creates a dynamic knowledge graph. Users can navigate through this graph, discovering connections between documents that may have previously gone unnoticed, enriching their research experience.

Built-in Viewer

Patrivox includes a built-in viewer that allows users to zoom, navigate, and copy OCR text seamlessly. This viewer enhances the user experience by providing an intuitive interface for reviewing and interacting with documents directly within the platform.

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.

Municipal Archives

Municipalities can utilize Patrivox to digitize and showcase deliberations, registers, and correspondence, making historical records more accessible to the public and researchers.

Historical Societies

Historical societies can leverage Patrivox to make their bulletins and documentary collections searchable and explorable, thus preserving valuable information for future generations.

Heritage Libraries

Heritage libraries can open their special collections to researchers and the public, enhancing the visibility and accessibility of rare documents and manuscripts.

Dioceses & Parishes

Patrivox can aid dioceses and parishes in preserving and indexing their parish registers and ecclesiastical archives, ensuring that important historical data is not lost over time.

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.

Patrivox is an innovative European SaaS platform designed specifically for organizations such as heritage institutions, municipal services, associations, and enterprises. Its primary mission is to transform vast collections of scanned documents into a fully searchable and interactive knowledge base. Users can effortlessly drag and drop their PDFs, and in just minutes, Mistral AI employs advanced optical character recognition (OCR) technology to extract every word from the documents. This platform excels at identifying key entities like people, places, and organizations, linking them into an interactive knowledge graph. Patrivox is tailored for those who require quick access to information, allowing users to search instantly with typo tolerance or pose questions in natural language, with AI delivering sourced answers. Its core value proposition lies in making previously inaccessible knowledge easily searchable and shareable, thereby unlocking new avenues for research and public access.

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 Patrivox ensure data security?

Patrivox is 100% hosted in Europe and is GDPR-native, ensuring comprehensive data protection. An audit log tracks all changes, providing transparency and security for sensitive documents.

Can I use Patrivox for large collections of documents?

Absolutely! Patrivox supports batch imports, allowing users to upload hundreds of files at once, making it an ideal solution for large-scale digitization projects.

What types of documents can be processed with Patrivox?

Patrivox can process a variety of document types, primarily PDF files. This versatility makes it suitable for different organizations needing to digitize and search through diverse collections.

Is there a free trial available for Patrivox?

Yes, Patrivox offers a free trial that allows users to test the platform with 100 trial pages and a one-time credit, giving them a taste of its powerful features without any financial commitment.

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.

Patrivox is an innovative European SaaS platform that specializes in transforming scanned documents into a fully searchable knowledge base through advanced AI technology. This platform is particularly favored by heritage institutions, municipal services, associations, and enterprises seeking to enhance their document accessibility. Users often turn to alternatives for various reasons, including pricing constraints, specific feature requirements, or unique platform integration needs that better align with their organizational goals. When searching for an alternative, consider critical factors such as the scalability of the solution, the accuracy of the optical character recognition capabilities, the ability to integrate with existing systems, user-friendliness, and overall support provided by the company. Look for features that enhance search functionality and ensure a seamless user experience to maximize the value of your document digitization efforts.