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
Web search with knowledge graph, PAA, and AI overviews
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 (500 credits/month, no credit card required) and scale to paid plans when you need higher volume.