The Problem
An r/buildinpublic post launched Olivepress (Perplexity-like for stocks using FRED/FMP). Wrap-Perplexity products have no defensibility; vertical curation does.
How Scavio Helps
- Source discipline = trust
- Scavio fills SERP/Reddit gaps authoritative sources miss
- Chart layer differentiates from text-only
- Per-product-month MVP <$100
- Defensible via curation
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Quick Start: Python Example
Here is a quick example searching Google for "TICKER analysis → FRED macro + FMP fundamentals + SEC filings + Scavio Reddit/news → LLM cites [N] per claim → render charts as native tool calls":
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 Founders shipping niche research products, content sites going deep in one vertical, builders avoiding wrapper-of-wrapper traps
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your vertical mini-perplexity research 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.