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Content Aggregation & Research

Aggregate content from across the web into structured research

Transform scattered web content into organized research. Aggregate news, articles, social posts, and documents from multiple sources—automatically categorized, summarized, and delivered in your preferred format.

Start AggregatingSee Research Examples

The Problem

Researchers, analysts, and content teams spend hours manually visiting sites, copying content, and organizing information. RSS feeds miss dynamic content, and traditional scrapers can't summarize or categorize. The result is fragmented research across dozens of browser tabs.

The Landscape

Content aggregation has evolved from RSS readers to tools like Feedly and Pocket, but these require manual curation. Web clippers save individual pages but don't synthesize information. AI summarization tools work on single documents but can't navigate and aggregate across sites. rtrvr.ai combines intelligent navigation, content extraction, and AI synthesis in one workflow.

Why rtrvr.ai for Content Aggregation & Research

Purpose-built AI that understands the web like humans do.

Intelligent Synthesis

Don't just collect content—synthesize it. Our agent summarizes, categorizes, and identifies key themes across sources.

Automated Monitoring

Schedule content checks and receive daily/weekly research briefs without manual effort.

Any Source Type

Aggregate from news sites, blogs, social media, PDFs, and even authenticated platforms.

Structured Output

Receive organized research in Markdown, JSON, or directly in documents ready for sharing.

How It Works

1

Define Sources

List websites, RSS feeds, or search terms to monitor. Or describe your research topic.

2

Set Parameters

Specify what to extract: headlines, full articles, author info, publish dates, etc.

3

Agent Aggregates

The agent visits sources, extracts content, and synthesizes findings.

4

Receive Research

Get organized briefs via email, webhook, or directly in your document system.

Use It Your Way

Access rtrvr.ai through the interface that fits your workflow—extension, cloud, WhatsApp, or API.

Chrome Extension

Browser Extension

Clip and aggregate content from pages you're viewing. Works with authenticated sources and subscription content.

Cloud Platform

Cloud Platform

Scheduled aggregation across dozens of sources. Automated research briefs delivered on your schedule.

WhatsApp Bot

WhatsApp Bot

Quick content summaries on demand. Send a URL, get a summary and key points back instantly.

REST API

API Integration

Build content aggregation into your research pipeline. Trigger from events or schedules with structured output.

The rtrvr.ai Advantage

Proprietary technology that makes our automation more reliable, faster, and harder to detect than any competitor.

Smart DOM Trees

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.

20+ Specialized Sub-Agents

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.

Your Browser, Your Sessions

Run automations in your own browser with your existing logins and sessions. Access walled gardens, authenticated portals, and private data without sharing credentials.

Undetectable Cloud Execution

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.

Text-Only DOM Recordings

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.

Remote Browser Triggering

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.

Example Prompts

Just describe what you need in natural language. The agent handles the complexity.

"Aggregate the top 10 AI news articles from this week and summarize key themes"
"Monitor these competitor blogs and alert me when they publish about our industry"
"Compile a research brief on renewable energy trends from these 5 news sources"
"Track mentions of our brand across these review sites and social platforms"

Key Features

Multi-source content aggregation and synthesis
AI-powered summarization and categorization
News and blog monitoring with alerts
Research compilation into reports
Social media content tracking
Document and PDF extraction
Automated research briefs

Frequently Asked Questions

Common questions about using rtrvr.ai for content aggregation & research.

Can you aggregate content from paywalled sites?

With the browser extension, you use your existing subscriptions. For sites you're subscribed to, the agent extracts content using your authenticated session.

How does AI summarization work?

After extraction, our agent uses LLMs to summarize content, identify themes, and categorize articles. You can specify the summary style, length, and focus areas.

Can I monitor social media content?

Yes. Use the browser extension with your authenticated social sessions, or configure cloud monitoring for public content. Track specific accounts, hashtags, or search terms.

What output formats are supported?

Markdown, JSON, CSV, HTML, and direct document generation. Integrate with Notion, Google Docs, or your preferred documentation system via API.

How do I avoid duplicate content?

Our agent deduplicates content across sources and over time. You'll only see new items, not re-published or syndicated duplicates.

Ready to Get Started?

Install the Chrome extension and start automating in minutes. No credit card required.

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