Scavio for Evaluate and Benchmark Agent Search Quality

The Problem

AI agent builders pick search providers based on documentation and pricing but have no systematic way to evaluate result quality for their specific use case. A provider that works well for general queries may fail on domain-specific long-tail queries that the agent handles daily.

How Scavio Helps

• Standardized test suite measures result depth and latency
• Domain-specific query coverage testing
• Compare multiple providers on the same test set
• Latency percentile tracking (p50, p95, p99)
• Free tier (250 credits) covers initial evaluation

Relevant Platforms

Quick Start: Python Example

Here is a quick example searching Google for "An agent team evaluates search providers for a legal research agent. They run 50 domain-specific test queries (case law, regulation lookups, legal term definitions) through Scavio and two other providers. Scavio returns 8+ results for 48/50 queries vs 6+ for 35/50 from Provider B. p95 latency: 1,200ms (Scavio) vs 2,400ms (Provider B). The team selects based on coverage and latency data, not marketing claims. 50 test queries covered by free tier.":

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 AI agent builders evaluating search providers, engineering teams benchmarking tool-call quality, platform teams selecting search APIs

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your evaluate and benchmark agent search quality 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.