The Problem
GTM engineers running 10K to 20K cold emails per client per month built waterfalls inside Clay and watched the bill climb to $5K+/mo as Data Credits and Actions burned on every record. Clay still wins for prototyping but loses for steady-state outbound when the same waterfall runs daily.
The Scavio Solution
Move the steady-state waterfall to Claude Code skills plus Scavio for SERP and Reddit, ZoomInfo for emails, and a manual fallback for the long tail. Same enrichment shape, lower per-record cost, full prompt control. Keep Clay for the experimental columns that change weekly.
Before
$5K+/mo Clay bill, slow per-record runs, Action limits hit weekly.
After
Sub-$1K/mo for the same waterfall, Claude Code orchestrates, Scavio handles SERP + Reddit at $0.003/query.
Who It Is For
GTM engineers, outbound agencies, RevOps teams that have outgrown Clay's per-record cost at steady-state volume.
Key Benefits
- Per-record cost drops 70%+ at steady state
- Same enrichment shape, no schema rework
- Full prompt control on every step
- Scales beyond Clay's Action limits
- Clay stays for prototyping; production runs cheap
Python Example
import os, requests
H = {'x-api-key': os.environ['SCAVIO_API_KEY']}
def enrich(domain):
serp = requests.post('https://api.scavio.dev/api/v1/google',
headers=H, json={'query': f'site:{domain} about OR team OR careers'}).json()
rdt = requests.post('https://api.scavio.dev/api/v1/reddit/search',
headers=H, json={'query': domain}).json()
return {'site_signal': serp.get('organic_results', [])[:5], 'reddit': rdt.get('posts', [])[:5]}JavaScript Example
const H = { 'x-api-key': process.env.SCAVIO_API_KEY, 'content-type': 'application/json' };
async function enrich(domain) {
const [serp, rdt] = await Promise.all([
fetch('https://api.scavio.dev/api/v1/google', { method: 'POST', headers: H, body: JSON.stringify({ query: `site:${domain} about OR team OR careers` }) }).then(r => r.json()),
fetch('https://api.scavio.dev/api/v1/reddit/search', { method: 'POST', headers: H, body: JSON.stringify({ query: domain }) }).then(r => r.json())
]);
return { serp, rdt };
}Platforms Used
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit