The Problem
AI job search agents promise to find roles while users sleep, but most run on stale SERP snapshots, miss context about company culture, and surface roles that have been filled for weeks. Users lose trust after the third dead-listing email.
The Scavio Solution
Build the agent on Scavio's live Google SERP (covers LinkedIn, Indeed, Wellfound, and careers pages) plus Reddit company-culture threads and YouTube employee interviews. Freshness policy: re-query every 24h for active hunts, 3x weekly for passive hunts. Agent posts role summary with culture signal, not just a listing URL.
Before
Weekly stale digest of already-filled roles; users unsubscribe after 2 emails.
After
Daily fresh listings with culture context; retention doubles.
Who It Is For
Founders building AI job-search agents or career copilots who need fresh, context-rich job data.
Key Benefits
- Fresh SERP coverage across every major job board
- Reddit culture-signal integration
- YouTube employee-interview context
- 24h freshness for active hunts
- Predictable cost per user session
Python Example
import os, requests
H = {'x-api-key': os.environ['SCAVIO_API_KEY']}
def find_jobs(role, location):
serp = requests.post('https://api.scavio.dev/api/v1/search',
headers=H, json={'query': f'{role} {location} site:linkedin.com/jobs OR site:wellfound.com'}).json()
return serp.get('organic_results', [])
def culture_signal(company):
rdt = requests.post('https://api.scavio.dev/api/v1/search',
headers=H, json={'platform': 'reddit', 'query': f'{company} work culture 2026'}).json()
return rdt.get('posts', [])[:5]JavaScript Example
const H = { 'x-api-key': process.env.SCAVIO_API_KEY, 'content-type': 'application/json' };
async function findJobs(role, location) {
const serp = await fetch('https://api.scavio.dev/api/v1/search', {
method: 'POST', headers: H,
body: JSON.stringify({ query: `${role} ${location} site:linkedin.com/jobs OR site:wellfound.com` })
}).then(r => r.json());
return serp.organic_results || [];
}Platforms Used
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit
YouTube
Video search with transcripts and metadata