Jobs to Be Done
- Write Python or TypeScript enrichment flows instead of buying Clay seats
- Own the outbound stack end to end: prospect, enrich, send, measure
- Ship Claude Code skills that the SDR team installs and uses daily
- Integrate Scavio, Hunter, Apollo, Smartlead into one owned pipeline
- Move sends past 10k/day without losing deliverability control
Common Workflows
Own the enrichment layer
Replace Clay tables with Python notebooks that call Scavio plus Hunter plus Apollo; commit to Git; run on cron.
Example: nb: scavio.google(site:li/posts {topic}) + hunter.email -> smartlead
Signal-driven sequences
Trigger cadences from Google News or Reddit signals per account so the opener references the freshest event in the target company.
Example: scavio.reddit(brand pain) -> smartlead.add('triggered')
Deliverability-safe send
Pipeline adds Scavio-enriched variables into Smartlead sequences without triggering spam filters; all personalization happens off-send.
Example: enrich() -> sanitize() -> smartlead.api.push
Campaign retros in SQL
Everything lands in Postgres. Per-campaign retros are SQL queries, not vendor screenshots, which means they actually get done.
Example: select reply_rate from campaigns where trigger='funding'
Pain Points Scavio Solves
- Clay pricing scales faster than revenue
- Vendor lock-in blocks custom signals
- Opaque deliverability decisions hide inside SaaS
- Per-tool integrations multiply maintenance load
Tools Outbound Engineers Pair With Scavio
Claude Code, Smartlead, Instantly, Apollo, Hunter, Postgres. Scavio returns structured JSON that fits into any of these tools.
Quick Start
import requests
response = requests.post(
"https://api.scavio.dev/api/v1/search",
headers={"x-api-key": "your_scavio_api_key"},
json={"query": "scavio.google('site:linkedin.com/posts "ai seo"')"},
)
data = response.json()
# Analyze results for your workflow
for result in data.get("organic_results", [])[:10]:
print(result["title"], "-", result["link"])Platforms You Will Use
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit
YouTube
Video search with transcripts and metadata