Scavio for Citation-Based LinkedIn Outreach Agent

The Problem

Generic LinkedIn outreach ('Great post! Would love to connect.') has near-zero response rates. Personalized outreach referencing specific, recent activity dramatically increases responses, but manual research takes 5-10 minutes per contact and does not scale.

How Scavio Helps

• Real-time context about any company or person via Google search
• One API call per contact at $0.005
• Specific references in outreach demonstrate genuine awareness
• Automated enrichment scales to hundreds of contacts per campaign
• Works with Instantly ($30/mo), Smartlead ($39/mo), or Lemlist

Relevant Platforms

Quick Start: Python Example

Here is a quick example searching Google for "Contact: Jane Doe, VP Engineering at Acme Corp. Scavio Google search for 'Jane Doe Acme Corp 2026'. Top result: blog post about their new CI/CD pipeline. Opening line: 'Saw your post about Acme's new CI/CD pipeline. Our search API could feed live status data into those deploy dashboards.'":

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 Sales professionals, SDRs, LinkedIn outreach agencies, B2B SaaS sales teams, recruitment agencies

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your citation-based linkedin outreach agent 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.