What is Parallel Web Systems?
Parag Agrawal's web infrastructure for AI agents — a suite of search and research APIs targeting investment research, insurance claims, contract analysis, and other long-horizon agentic tasks. Raised $100M Series B at $2B valuation in April 2026, led by Sequoia, with customers including Clay, Harvey, Notion, and Opendoor. Pair Scavio HTTP with Parallel when an agent needs both deep enterprise research workflows and structured multi-platform SERP/Reddit/YouTube/Amazon signals. Different layers, different jobs.
How It Works
Scavio connects to Parallel Web Systems via HTTP requests. Once connected, your Parallel Web Systems agent can search Google, Amazon, YouTube, and Walmart in real time. Each search returns structured JSON — no HTML parsing, no scraping infrastructure.
Setup
// fetch('https://api.scavio.dev/api/v1/search', { headers: { 'x-api-key': 'KEY' } })Code Example
Here is a complete Parallel Web Systems integration with Scavio:
# Generic HTTP integration for Parallel Web Systems
# Use your framework's HTTP request tool to call:
# POST https://api.scavio.dev/api/v1/search
# Header: x-api-key: your_scavio_api_key
# Body: {"query": "your search query"}Full Working Example
A production-ready example with error handling:
# Generic HTTP integration for Parallel Web Systems
# Use your framework's HTTP request tool to call:
# POST https://api.scavio.dev/api/v1/search
# Header: x-api-key: your_scavio_api_key
# Body: {"query": "your search query"}Available Platforms
Once connected, your Parallel Web Systems agent has access to all four Scavio platforms:
- Google — Web search with knowledge graph, PAA, and AI overviews
- Amazon — Product search with prices, ratings, and reviews
- Reddit — Community, posts & threaded comments from any subreddit
- YouTube — Video search with transcripts and metadata
- Walmart — Product search with pricing and fulfillment data
- LinkedIn — Post, profile, and company discovery via search
- TikTok — Trending video, creator, and product discovery
- Shopify — Cross-store product discovery and enrichment
- X (Twitter) — Post and profile discovery via search
- Apple App Store — App discovery, ranking, and review data
- Google Play Store — Android app discovery and ranking data
- Google Reviews — Business review extraction with ratings and responses
- Google Scholar — Academic paper search with citation counts
- Google Ads Transparency — Competitor ad creative and transparency data via SERP
- Reddit Comments Tree — Deep threaded comment fetch for brand monitoring
- YouTube Shorts — Shorts-specific search with metadata
- YouTube Playlists — Playlist discovery and removal tracking
- Google Jobs — Live jobs-board search for recruiting
- Amazon Bestsellers — Bestseller rank-change feed across categories
Pricing
Scavio offers a free tier with 500 credits/month (1 credit per search). No credit card required. This is enough to build and test your Parallel Web Systems integration. Paid plans start at $30/month for higher volumes.