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

Gaffa
Gaffa is a simple API that automates real browsers for easy web scraping and data extraction.
GrowPanel
GrowPanel delivers real-time SaaS analytics for MRR, churn, and LTV, helping you make smarter business decisions.
Feature Comparison
Gaffa
Simple REST API
Gaffa eliminates the need to learn and maintain complex frameworks like Playwright or Selenium. You interact with powerful browser automation through a straightforward REST API. Send a single request to perform actions, extract data, or capture pages, and Gaffa handles the execution on its managed infrastructure. This dramatically reduces development time and lets you integrate web data capabilities directly into your applications with minimal setup.
Stealth Mode & Real Browsers
To tackle the hardest-to-scrape sites, Gaffa employs a stealth mode that uses real, fully-fledged browsers (not just headless ones). This ensures perfect JavaScript rendering and makes your automation appear human-like. Combined with automatic CAPTCHA solving and a global network of residential proxies, this feature maximizes success rates and minimizes blocks, giving you reliable access to the data you need with minimal stress.
Built-in Data Processing & Conversion
Gaffa does more than just fetch a page. It can intelligently process the content for you. Extract clean, simplified HTML or convert pages into LLM-ready markdown for easy ingestion into AI models. You can also request data as structured JSON or capture the page as an image or a self-contained offline file. This saves you the step of building and maintaining your own post-processing pipelines.
Full Observability & Managed Scaling
Every automation run is recorded, allowing you to visually replay sessions to see exactly what happened—a huge help for debugging. Furthermore, Gaffa is built for scale from the ground up. You don't need to worry about provisioning servers, managing proxy pools, or handling concurrent requests. Just define your task, and Gaffa's infrastructure scales to handle your volume, ensuring consistent performance.
GrowPanel
Real-time Revenue Tracking
GrowPanel offers real-time tracking of critical financial metrics including MRR, ARR, churn, and Customer Lifetime Value (LTV). This feature allows businesses to monitor their performance effortlessly, providing an overview of their accounts and enabling quick, data-driven decisions.
Cohort Analysis and Trial Insights
With advanced cohort analysis, GrowPanel helps users understand customer behavior over time, including trial conversion patterns. This feature allows businesses to identify trends, spot opportunities, and effectively convert trial users into loyal paying customers.
Cashflow Reporting
The cashflow reporting feature provides detailed insights into revenue streams, including refunds, fees, discounts, and taxes. Users can monitor their financial health with clarity, ensuring that nothing slips through the cracks and enabling proactive management of their finances.
AI Chat for Instant Insights
GrowPanel's AI chat feature allows users to query their metrics using plain language. Whether asking about churn rates or revenue trends, users can receive instant answers without sifting through complex dashboards, making data exploration more accessible and efficient.
Use Cases
Gaffa
Market Research & Price Monitoring
Continuously track competitor prices, product listings, and promotional offers across multiple e-commerce websites. Gaffa can automate the browsing, handle logins if needed, and extract structured data (like price, availability, specs) as JSON, enabling you to build dynamic pricing strategies and stay competitive in fast-moving markets.
Lead Generation & Data Enrichment
Automate the collection of business contact information, professional profiles, or company details from directories and social platforms like LinkedIn. By mimicking human search and navigation patterns, Gaffa can gather high-quality lead data at scale, which can then be fed directly into your CRM or marketing systems for enrichment.
Content Aggregation for AI & LLMs
Feed large language models with fresh, relevant web content. Use Gaffa to scrape news articles, blog posts, or forum discussions and have the content automatically converted into clean, LLM-ready markdown format. This is ideal for building knowledge bases, training custom models, or powering research tools that require up-to-date information from the web.
Automated Testing & Screenshot Capture
Perform visual regression testing by automating browsers to take screenshots of web applications at different stages or after deployments. Developers and QA teams can use Gaffa to ensure UI consistency. It's also perfect for creating automated reports that require capturing web pages as images or self-contained archives for record-keeping.
GrowPanel
Enhanced Decision Making
SaaS companies can leverage GrowPanel's real-time analytics to make informed decisions quickly. By tracking financial metrics and spotting trends as they happen, businesses can pivot strategies effectively to capitalize on growth opportunities.
Optimizing Customer Retention
Using the cohort analysis feature, companies can delve into customer behaviors, identifying churn reasons and implementing retention strategies. This insight helps businesses enhance their customer relationships and improve overall retention rates.
Financial Health Monitoring
With comprehensive cashflow reporting, businesses can keep a close eye on their financial status. This use case is particularly beneficial for SaaS companies to understand where their revenue is coming from and to manage expenses effectively.
Streamlined Communication with Teams
GrowPanel's automated reporting and Slack/Teams notifications ensure that team members stay informed about key metrics without manual updates. This fosters a culture of transparency and keeps everyone aligned on financial performance.