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 (250 credits/month, no credit card required) and scale to paid plans when you need higher volume.