Overview
rtrvr.ai is a Chrome extension that acts as an AI agent for automating web tasks, extracting structured data, and running multi-step workflows — all through plain English prompts. Instead of writing code or configuring scrapers, you describe what you want in natural language (for example: "Extract all product prices from this page" or "Fill in this form and submit"), and the tool handles the rest.
Built on Google's Gemini models and a DOM-based interaction layer, rtrvr.ai can navigate complex websites, fill forms, compare tabs, and interact with login-protected pages — the same sites your browser can already access. It's designed for researchers, marketers, and operations teams who need reliable data collection and task automation without engineering overhead.
rtrvr.ai's core approach is DOM-native automation: the extension runs inside your own browser, using your existing sessions and credentials to access paywalled content, private dashboards, and internal tools. The platform also offers Cloud Browser capabilities for parallel, scaled execution — giving teams the option to run agents locally for session-sensitive tasks or in the cloud for volume workflows.
Key Features
Web Agent Navigation — Interact with any website using plain English prompts to automate clicks, scrolling, form inputs, and multi-step navigation without writing a single line of code.
Cross-Tab Actions — Run parallel workflows across multiple open browser tabs simultaneously, enabling multi-source research and data comparison tasks in a single pass.
Bulk Data Extraction & Crawling — Extract structured data from single pages, paginated lists, or entire site directories. Deep crawling support handles nested pages and linked resources automatically.
Google Sheets Integration — Export extracted data directly to Google Sheets and use sheet data as dynamic context for your workflow automation tasks, enabling end-to-end data pipelines without leaving the browser.
API & MCP Integration — Call external APIs and connect to MCP-compatible tools directly from your browser agent, enabling rtrvr.ai to act as an orchestration layer inside larger automation pipelines.
Scheduled Tasks & Recording — Automate workflows on a recurring schedule (hourly, daily, weekly), and record manual browser actions step-by-step to train the agent for repeated execution.
PDF & Local File Support — Process local PDFs, fill PDF forms, and work with files stored on your computer — extending automation beyond live web pages to offline documents.
Live Cloud Browser Viewing — Watch AI agents operate across parallel cloud browsers in real time with VNC streaming, and take over mid-run if the task needs human intervention (introduced in v27, January 2026).
Pricing & Plans
rtrvr.ai uses a credit-based pricing model. Credit consumption varies by model complexity and page structure, ranging from 0.1 to 5 credits per action; a typical task costs around 5 credits in total. Users can also bring their own Gemini API keys (BYOK) to significantly reduce or eliminate LLM credit usage — multiple Google account keys can be auto-rotated to avoid rate limits. Note that cloud-executed tasks may still incur cloud resource costs regardless of BYOK.
| Plan | Price | Credits |
|---|---|---|
| Free | $0 | 500 welcome + 250/month (cumulative, no expiry) |
| Basic | $9.99/month | 1,500 credits/month |
| Pro | $29.99/month | 4,000 credits/month |
| Enterprise | $99.99/month | 12,500 credits/month |
| Scale | $499.99/month | 60,000 credits/month |
The Free plan includes 500 welcome credits plus 250 monthly credits that accumulate and never expire — enough to evaluate core features and run a range of real tasks. The Basic plan suits individual power users running regular extraction tasks. The Pro plan is the recommended option for professionals or small teams with high-frequency automation needs. The Enterprise plan targets organizations managing large-scale data operations, while the Scale plan is designed for high-volume pipelines requiring tens of thousands of actions per month.
All paid plans are billed monthly. There is no annual discount listed at the time of writing.
Best For
- Data researchers and analysts who regularly extract structured data from websites and need results in Google Sheets without writing web scraping scripts
- Marketing and sales teams running competitive research across multiple sources simultaneously using cross-tab workflows
- Operations professionals who need to automate repetitive browser tasks like form submission, status checks, or data entry on internal tools
- Content teams performing bulk URL research, price monitoring, or lead gathering across paginated directories
- Developers and power users who want to automate tasks on login-protected or private-network sites that block traditional cloud scrapers
FAQ
What is rtrvr.ai?
rtrvr.ai is a Chrome browser extension that acts as an AI-powered web agent. It lets you automate browsing tasks, extract data from websites, and run multi-step workflows using plain English commands — no coding or technical setup required.
How does rtrvr.ai differ from traditional web scrapers?
Unlike server-based scraping platforms, rtrvr.ai runs inside your Chrome browser and uses your active sessions and logins. This means it can access content that external bots cannot reach, including paywalled sites, login-required pages, and internal company tools.
Is there a free plan?
Yes. rtrvr.ai offers a permanent Free plan that includes 500 welcome credits plus 250 monthly credits. Credits accumulate and do not expire, so you can test core features and run real workflows over time at no cost. No credit card is required to start.
What are credits and how are they consumed?
Credit consumption varies with model complexity and page structure, ranging from roughly 0.1 to 5 credits per action; a typical task costs around 5 credits. Multi-step navigation or large-scale crawls consume more. Users who supply their own Gemini API keys (BYOK) via multiple Google accounts can auto-rotate keys to reduce or eliminate LLM credit costs, though cloud-executed tasks may still carry cloud resource costs.
What AI model does rtrvr.ai use?
rtrvr.ai is powered by Google's Gemini models, combined with a DOM-based interaction layer that allows precise element targeting on complex, dynamic websites.
Can rtrvr.ai automate tasks on sites that require login?
Yes. Because rtrvr.ai runs as a Chrome extension using your existing browser sessions, it can interact with any site you can already access, including login-protected dashboards, paywalled publications, and private internal tools.
Does rtrvr.ai support scheduled automation?
Yes. You can configure tasks to run automatically at specific times or recurring intervals (hourly, daily, weekly) without manual intervention. The scheduling feature works alongside action recording to handle repeatable workflows.
Is rtrvr.ai available on browsers other than Chrome?
rtrvr.ai works on Chromium-based browsers, including Chrome, Edge, and Brave. Firefox and Safari are not currently supported. Check the official extension page for the latest browser compatibility updates.
What is the Live Cloud Browser feature?
Introduced in v27 (January 2026), Live Cloud Browser lets you watch rtrvr.ai's AI agents work inside parallel cloud-hosted browsers via real-time VNC streaming. You can monitor progress and take over mid-run if a task needs human judgment.
How does rtrvr.ai compare to OpenAI Operator or Browser Use?
The key architectural difference is that rtrvr.ai runs inside your own browser using your active sessions, while OpenAI Operator uses its own separate browser environment. For sites only reachable through your corporate network or existing login state, rtrvr.ai's extension model is typically the more practical fit. rtrvr.ai also adds bulk scraping, scheduled tasks, and Google Sheets integration that cloud-first agents generally lack. Compared to the open-source AI code generator approach of Browser Use, rtrvr.ai is more accessible to non-developers, while being less flexible for fully custom agent architectures.
