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Scavio for Multi-Source Lead Enrichment

Enrich B2B leads with data from Google search results when traditional enrichment databases like Apollo or Clearbit have gaps. Scavio returns structured SERP data including knowledge graph entries, company descriptions from organic snippets, and domain information that fills in missing firmographic data. Use search-based enrichment as a fallback layer that catches leads database providers miss.

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The Problem

B2B enrichment databases have coverage gaps for smaller companies, newer startups, and international businesses, leaving sales teams with incomplete lead profiles for a significant portion of their pipeline.

How Scavio Helps

  • SERP-based enrichment catches leads databases miss
  • Knowledge graph data provides structured company information
  • Organic snippets yield company descriptions and context
  • Works for international and niche companies with limited database coverage
  • Fallback enrichment at $0.005/query is cheaper than database per-record pricing

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Quick Start: Python Example

Here is a quick example searching Google for "B2B lead enrichment API alternative apollo clearbit 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 operations teams, B2B data enrichment engineers, and growth marketers

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your multi-source lead enrichment 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

Enrich B2B leads with data from Google search results when traditional enrichment databases like Apollo or Clearbit have gaps. Scavio returns structured SERP data including knowledge graph entries, company descriptions from organic snippets, and domain information that fills in missing firmographic data. Use search-based enrichment as a fallback layer that catches leads database providers miss. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For multi-source lead enrichment, use the Google Search 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 multi-source lead enrichment data automatically.

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Scavio for Lead Generation

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Scavio for Email Enrichment

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Google API

Web search with knowledge graph, PAA, and AI overviews

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Scrape Google with Python

Python tutorial for Google

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Build Your Multi-Source Lead Enrichment Solution

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

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