The Problem
AI agent builders who relied on free search tiers now face unexpected costs. Without budget modeling, teams overspend on subscription tiers that do not match their actual query volume.
How Scavio Helps
- Budget formula: daily_users x sessions x queries x 30 x $0.005
- Compare per-query (Scavio $0.005, Brave $0.005) vs subscription (Tavily $30-100/mo)
- Identify cost cliffs where subscription tiers become inefficient
- Model search costs alongside LLM inference for total agent budget
- Free tier (250 credits) for benchmarking actual query patterns before committing
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Quick Start: Python Example
Here is a quick example searching Google for "agent search budget calculator monthly cost":
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 AI engineering teams budgeting for production agent search costs
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your agent search budget planning after free tier cuts 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.