Scavio for HiringCafe-Style Job Aggregator

The Problem

An r/hiringcafe thread shared the AI Job Search Agent pattern. Builders trying to ship clones spend weeks stitching ATS APIs + LinkedIn scraping risk + per-employer wiring instead of working on the ranking product.

How Scavio Helps

• Discovery + extract under one Scavio key
• Per-listing data cost ~$0.009
• TOS-safe (sanctioned SERP)
• LLM-flexible parsing (handles ATS variations)
• Frees product effort for ranking quality

Relevant Platforms

Quick Start: Python Example

Here is a quick example searching Google for "daily pull from 200 target employers, dedupe to ~5K unique active roles, rank by user-skill match + salary":

import requests

API_KEY = "your_scavio_api_key"

response = requests.post(
    "https://api.scavio.dev/api/v1/search",
    headers={
        "x-api-key": API_KEY,
        "Content-Type": "application/json",
    },
    json={"query": query},
)

data = response.json()
for result in data.get("organic_results", [])[:5]:
    print(f"{result['position']}. {result['title']}")
    print(f"   {result['link']}\n")

Built for Builders shipping job-aggregator products, recruiting agencies productizing, indie hackers building HiringCafe alternatives

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your hiringcafe-style job aggregator solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.

Start with the free tier (500 credits/month, no credit card required) and scale to paid plans when you need higher volume.