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.
Searching Google Play Store with Parallel Web Systems
This integration lets your Parallel Web Systems agent search Google Play Store in real time via the Scavio API. The agent gets back structured JSON with app listing URLs, listing titles, SERP snippets (rating, reviews, installs as text) -- ready for reasoning and decision-making.
Setup
// fetch('https://api.scavio.dev/api/v2/google', { headers: { 'Authorization': Bearer 'KEY' } })Code Example
Here is a complete Parallel Web Systems agent that searches Google Play Store using Scavio:
# Generic HTTP integration for Parallel Web Systems
# Point your framework's HTTP request tool at:
#
# POST https://api.scavio.dev/api/v2/google
# Authorization: Bearer sk_live_your_key
# Content-Type: application/json
# {"query":"your search query"}
#
# Rows come back under organic_results.
#
# Scavio has no Play Store endpoint. This searches play.google.com listing pages through Google - ratings and install counts appear in the snippet text, not as structured fields.
Full Working Example
A production-ready example with error handling:
# Generic HTTP integration for Parallel Web Systems
# Point your framework's HTTP request tool at:
#
# POST https://api.scavio.dev/api/v2/google
# Authorization: Bearer sk_live_your_key
# Content-Type: application/json
# {"query":"your search query"}
#
# Rows come back under organic_results.
#
# Scavio has no Play Store endpoint. This searches play.google.com listing pages through Google - ratings and install counts appear in the snippet text, not as structured fields.
Pricing
Scavio offers a free tier with 50 credits on signup (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.