Solution

Fast Scrape Without Headless Browsers

Puppeteer and Playwright at scale cost 10-30x more than HTTP scraping. Teams end up provisioning Kubernetes clusters full of Chrome instances just to scrape a product listing page.

The Problem

Puppeteer and Playwright at scale cost 10-30x more than HTTP scraping. Teams end up provisioning Kubernetes clusters full of Chrome instances just to scrape a product listing page. The headless-browser tax eats margin on every scraping-dependent product.

The Scavio Solution

Scavio handles Google, Amazon, Walmart, YouTube, and Reddit via pure HTTP on our side. You call our REST endpoint; we return structured JSON. No browser spin-up, no 500ms-per-page JS render, no 2 GB RAM per worker. 30 credits per query vs $0.30+ per headless page render.

Before

Kubernetes cluster running 500 Chrome workers, $8-12k/month infra bill, on-call rotation for browser OOMs.

After

A single API call per target, 30 credits each, zero browser infrastructure.

Who It Is For

Teams running headless-browser fleets who want to cut infrastructure 10x.

Key Benefits

  • 10-30x cheaper than headless-browser pipelines
  • No Kubernetes, Chrome, or browser memory tuning
  • Sub-two-second median latency per query
  • Predictable credit-based cost per result
  • Works on low-memory serverless functions

Python Example

Python
import os, requests
SCAVIO = os.environ['SCAVIO_API_KEY']

def search(q, platform='google'):
    r = requests.post('https://api.scavio.dev/api/v1/search',
        headers={'x-api-key': SCAVIO},
        json={'platform': platform, 'query': q}, timeout=15)
    return r.json()

print(search('wireless headphones', 'amazon'))

JavaScript Example

JavaScript
async function search(q, platform = 'google') {
  const r = await fetch('https://api.scavio.dev/api/v1/search', {
    method: 'POST',
    headers: { 'x-api-key': process.env.SCAVIO_API_KEY, 'content-type': 'application/json' },
    body: JSON.stringify({ platform, query: q })
  });
  return r.json();
}

console.log(await search('wireless headphones', 'amazon'));

Platforms Used

Google

Web search with knowledge graph, PAA, and AI overviews

YouTube

Video search with transcripts and metadata

Amazon

Product search with prices, ratings, and reviews

Walmart

Product search with pricing and fulfillment data

Reddit

Community, posts & threaded comments from any subreddit

Frequently Asked Questions

Puppeteer and Playwright at scale cost 10-30x more than HTTP scraping. Teams end up provisioning Kubernetes clusters full of Chrome instances just to scrape a product listing page. The headless-browser tax eats margin on every scraping-dependent product.

Scavio handles Google, Amazon, Walmart, YouTube, and Reddit via pure HTTP on our side. You call our REST endpoint; we return structured JSON. No browser spin-up, no 500ms-per-page JS render, no 2 GB RAM per worker. 30 credits per query vs $0.30+ per headless page render.

Teams running headless-browser fleets who want to cut infrastructure 10x.

Yes. Scavio's free tier includes 500 credits per month with no credit card required. That is enough to validate this solution in your workflow.

Fast Scrape Without Headless Browsers

Scavio handles Google, Amazon, Walmart, YouTube, and Reddit via pure HTTP on our side. You call our REST endpoint; we return structured JSON. No browser spin-up, no 500ms-per-page