The Problem
SearXNG returns empty results 10-20% of the time due to upstream engine blocking. For human browsing this is a minor inconvenience, but for automated agent pipelines, empty results mean hallucinated responses or visible failures.
How Scavio Helps
- Eliminates SearXNG empty-result failures in agent pipelines
- Hybrid approach keeps 80-85% of queries free via SearXNG
- Fallback cost under $1/month for 1,000 queries
- AI Overview data available on fallback queries
- Privacy-first default with reliable commercial fallback
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Quick Start: Python Example
Here is a quick example searching Google for "searxng replacement production agent reliable search fallback 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 Self-hosting teams running SearXNG, privacy-focused agent builders, and production agent teams needing reliable search
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your searxng replacement for production agents 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.