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Scavio for Cold Email Research and Qualification Pipeline

Qualify cold email prospects using live search signals before sending. Research each prospect via Google, score based on hiring activity, funding, reviews, and tech stack, then personalize outreach for qualified leads only.

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The Problem

Sales teams send cold emails to unqualified prospects, wasting sender reputation on low-probability leads. Without pre-send qualification, open rates and reply rates both suffer.

How Scavio Helps

  • Pre-qualify prospects with 3 search queries ($0.015/lead)
  • Score leads by hiring activity, funding signals, and review quality
  • Only send to qualified leads -- protect sender reputation
  • Feed qualification data to LLM for personalized email copy
  • Process 500 prospects/day with automated search qualification

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Google Maps

Local business search with ratings and contact info

Quick Start: Python Example

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

Python
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 development teams, outbound agencies, and growth marketers running cold email campaigns

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your cold email research and qualification pipeline 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.

Frequently Asked Questions

Qualify cold email prospects using live search signals before sending. Research each prospect via Google, score based on hiring activity, funding, reviews, and tech stack, then personalize outreach for qualified leads only. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For cold email research and qualification pipeline, use the Google Search, Google Maps endpoints. Each request costs 1 credit.

Yes. Scavio handles all the infrastructure — proxies, rate limits, CAPTCHAs, and anti-bot detection. Paid plans support up to 100K+ credits/month with priority support and higher rate limits.

Absolutely. Scavio integrates with LangChain, CrewAI, LlamaIndex, AutoGen, and any framework that can make HTTP requests. Build an agent that searches, analyzes, and acts on cold email research and qualification pipeline data automatically.

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Scrape Google with Python

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Build Your Cold Email Research and Qualification Pipeline Solution

50 free credits on signup. No credit card required. Start building with Google, Google Maps data today.

Get Started FreeRead the Docs
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