Describe what you want, get structured data—no selectors needed
Transform any website into structured data using natural language. Our AI understands page context, handles dynamic content, and adapts to layout changes automatically. Aggregate content from multiple sources, synthesize research, and monitor changes—all without writing code.
Watch: Vibe Scraping in action
Traditional web scraping tools rely on brittle CSS selectors and XPath expressions that break whenever a website updates its layout. Teams spend more time maintaining scrapers than actually using the data. JavaScript-heavy sites, anti-bot measures, and authentication add layers of complexity. Worse, when you need to aggregate content across dozens of sources for research or monitoring, the maintenance burden multiplies.
The web scraping landscape has evolved from simple HTML parsers like BeautifulSoup to browser automation with Selenium and Playwright, and now to AI-powered solutions. Traditional tools like Scrapy require extensive coding and constant maintenance. Browser extensions like Instant Data Scraper work for simple cases but fail on complex sites. API-based services like Firecrawl extract content but can't interact with dynamic elements or synthesize across sources. rtrvr.ai represents the next generation: AI that understands pages like humans do, adapting to changes without code updates.
Purpose-built AI that understands the web like humans do.
Our Smart DOM Trees understand page semantics, not selectors. When sites redesign, your extractions keep working.
Custom browser control technology bypasses bot detection that blocks Puppeteer, Playwright, and traditional automation.
Describe what you need in plain English. No coding, no selector debugging, no test/fix cycles.
Define your schema once. Every extraction validates against it, ensuring clean data for downstream systems.
Enter a single URL, upload a spreadsheet with thousands of targets, or describe sources to monitor.
Tell the agent what to extract in natural language: 'Get product name, price, and reviews' or 'Summarize key themes from these articles.'
Our 20+ sub-agents navigate, scroll, paginate, extract, and optionally synthesize—handling any complexity automatically.
Receive validated JSON/CSV via API, webhook, or directly in Google Sheets. Schedule for continuous monitoring.
Access rtrvr.ai through the interface that fits your workflow—extension, cloud, WhatsApp, or API.
Extract data from any page you're viewing, including authenticated sites and subscription content. Uses your existing sessions for seamless access.
Scale to thousands of pages with parallel execution. Schedule automated aggregation and receive daily/weekly research briefs.
Send a URL via WhatsApp and receive extracted data or a quick summary back instantly. Perfect for mobile research.
Single endpoint for any extraction task. Send URLs and prompts, receive structured JSON. Integrates with n8n, Zapier, and custom pipelines.
Proprietary technology that makes our automation more reliable, faster, and harder to detect than any competitor.
Our proprietary text-based representation captures all information and possible actions on any webpage. Unlike screenshot-based competitors, we understand the actual structure and semantics of web pages.
A master planner orchestrates over 20 specialized agents—action, extraction, crawl, PDF, form-filling—each optimized for specific tasks. This hierarchical approach dramatically outperforms single-agent systems.
Run automations in your own browser with your existing logins and sessions. Access walled gardens, authenticated portals, and private data without sharing credentials.
Unlike competitors using Puppeteer/Playwright, our cloud platform controls browsers via a custom extension. This eliminates CDP detection failures and bypasses bot protection that blocks traditional automation.
Record workflows once, replay perfectly forever. Our recordings capture DOM interactions as text—not pixels—making them resilient to visual changes while maintaining exact execution fidelity.
Trigger your local browser from n8n, Zapier, or custom scripts. Automate sites that block cloud IPs or require local network access without compromising on orchestration capabilities.
Just describe what you need in natural language. The agent handles the complexity.
"Extract all product names, prices, and ratings from this Amazon search results page""Get the company name, employee count, and headquarters from each LinkedIn company page""Pull all job postings including title, salary, and requirements from this careers page""Scrape article headlines, authors, and publish dates from the last 50 blog posts""Aggregate the top 10 AI news articles from this week and summarize key themes"Common questions about using rtrvr.ai for vibe scraping.
Our Smart DOM Trees understand page semantics and context, not just HTML structure. When a site redesigns, the AI recognizes that a 'price' is still a 'price' even if the CSS class changed from 'product-price' to 'item-cost'. This eliminates the constant maintenance that plagues traditional scrapers.
Yes. With the browser extension, you use your existing authenticated sessions. For cloud execution, you can provide credentials or use our remote browser triggering feature to run from your local machine where you're already logged in.
Unlike competitors using Puppeteer or Playwright (which are easily detected via CDP signatures), our cloud platform controls real browsers through a custom extension. This makes our automation indistinguishable from human browsing.
Firecrawl and Browse AI extract static content but can't interact with pages—no clicking, form filling, or handling dynamic content. rtrvr.ai is a full browser agent that can navigate, scroll, click, and extract in a single workflow. Plus, we can synthesize and summarize across multiple sources.
Define your output schema and our extraction agent validates every result against it. Malformed data is flagged, and the agent can retry or adapt its approach to ensure consistency.
With the browser extension, you use your existing subscriptions. For sites you're subscribed to, the agent extracts content using your authenticated session—no credential sharing required.
After extraction, our agent uses LLMs to summarize content, identify themes, and categorize articles. You can specify the summary style, length, and focus areas. Output can be raw data, summaries, or both.
Install the Chrome extension and start automating in minutes. No credit card required.