The Problem
AI agent marketplace builders lack data on what tools and capabilities users actually search for. Building features based on assumptions rather than demand signals leads to low adoption.
How Scavio Helps
- Track search volume trends for agent-related queries
- Analyze Reddit discussions for unmet agent tool needs
- Identify gaps between what users want and what marketplaces offer
- Monitor competitor agent platforms via SERP analysis
- Cost: $0.005/query for demand signal discovery
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit
Quick Start: Python Example
Here is a quick example searching Google for "ai agent marketplace tools comparison 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 AI agent marketplace founders, platform teams, and investors analyzing the agent ecosystem
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your agent marketplace search demand analysis 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.