Scavio for Startup Idea Validation

The Problem

Most startups fail because they build something nobody wants. Validating demand before writing code requires checking Google for existing solutions, Amazon for product-market fit signals, and Reddit for unmet needs -- across multiple queries and platforms.

How Scavio Helps

• Google search for existing competitors and market landscape
• Amazon product data to gauge product-market demand
• Reddit threads for authentic user pain points and feature requests
• YouTube content gaps as signals for underserved topics

Relevant Platforms

Quick Start: Python Example

Here is a quick example searching Google for "ai meal planning app":

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 Solo founders, micro-SaaS builders, startup accelerators

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your startup idea validation solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.

Start with the free tier (500 credits/month, no credit card required) and scale to paid plans when you need higher volume.