Scavio for n8n Minimal Lead Scorer

The Problem

Lead scoring in most CRMs is either rule-based (brittle) or requires expensive enrichment tools. A 4-node n8n flow with Scavio + LLM handles enrichment and scoring for $0.005/lead.

How Scavio Helps

• 4 nodes total: webhook trigger, Scavio HTTP request, LLM scoring, IF router
• Cost: 1 Scavio credit + ~$0.002 LLM cost per lead
• LLM scoring adapts to your ICP without code changes
• Hot leads auto-assigned to AE, cold leads archived
• Setup time: under 15 minutes in n8n

Relevant Platforms

Quick Start: Python Example

Here is a quick example searching Google for "CRM webhook fires → Scavio search company name → top-3 snippets → Claude: 'Score 1-10: hiring signals, funding, tech stack fit' → score >= 7 → assign to AE":

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 n8n users, small sales teams without dedicated ops, agencies qualifying inbound leads, solo founders with CRM webhook access

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your n8n minimal lead scorer 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.