The Problem
AI SDR tools built on browser automation fail when LinkedIn, Google, and prospect websites deploy bot detection. Headless Chrome sessions get blocked, proxies get banned, and the entire outbound pipeline breaks. API-first infrastructure eliminates these failure modes.
How Scavio Helps
- API calls never get blocked by anti-bot detection -- 99%+ success rate
- Structured prospect data: company info, hiring signals, funding news
- Google Maps data adds business location, reviews, and contact info
- Cost: $0.015/prospect research vs $0.10-0.50 for proxy-based scraping
- Build on stable infrastructure instead of fragile browser automation
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Google Maps
Local business search with ratings and contact info
Quick Start: Python Example
Here is a quick example searching Google for "ai sdr prospect research infrastructure api 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 Sales engineering teams, AI SDR platform builders, and growth engineers building automated outbound systems
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your ai sdr infrastructure-first approach 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.