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 (50 credits on signup, no credit card required) and scale to paid plans when you need higher volume.