Scavio for Intent-Based Lead Qualification via Search Signals

The Problem

Inbound leads get equal treatment regardless of buying intent. A company that just raised funding and is hiring engineers has 10x the conversion probability of a student doing research. Without intent signals, sales wastes time on low-probability leads.

How Scavio Helps

• Search for hiring activity: companies adding headcount have budget
• Check funding news: recently funded companies are actively buying tools
• Detect evaluation signals: competitor comparison queries indicate active buying
• Score leads 1-100 based on combined intent signals
• Cost: $0.015/lead qualification (3 search queries per lead)

Relevant Platforms

Quick Start: Python Example

Here is a quick example searching Google for "company name hiring engineers 2026":

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 operations teams, revenue operations, and growth teams qualifying inbound leads

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your intent-based lead qualification via search signals 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.