The Problem
Independent traders drown in data from a dozen sources: SEC filings, Twitter, Reddit, Bloomberg snippets, YouTube earnings recaps. Each surface is a separate workflow. By the time the trader reconciles them, the signal has decayed.
The Scavio Solution
Build a research agent that calls SERP for filings, Reddit for sentiment, and YouTube for earnings recaps in parallel through one API. Output a typed JSON brief per ticker with five snippets per surface. Trader gets a single daily brief instead of 12 tabs.
Before
12 tabs, manual reconciliation, signal stale by the time the brief is ready.
After
One typed JSON brief per ticker, three surfaces in parallel, ready in seconds.
Who It Is For
Independent traders, small hedge fund analysts, finance Twitter posters, prop-trading research teams.
Key Benefits
- SERP, Reddit, and YouTube in one credit pool
- Typed JSON drops into a markdown brief
- Parallel calls keep latency low
- Daily brief replaces 12 manual tabs
- Predictable cost per ticker per day
Python Example
import os, requests
H = {'x-api-key': os.environ['SCAVIO_API_KEY']}
def brief(ticker):
serp = requests.post('https://api.scavio.dev/api/v1/google',
headers=H, json={'query': f'{ticker} 10-Q earnings 2026'}).json()
rdt = requests.post('https://api.scavio.dev/api/v1/reddit/search',
headers=H, json={'query': ticker}).json()
yt = requests.post('https://api.scavio.dev/api/v1/youtube/search',
headers=H, json={'query': f'{ticker} earnings call'}).json()
return {'serp': serp.get('organic_results', [])[:5], 'reddit': rdt.get('posts', [])[:5], 'youtube': yt.get('videos', [])[:5]}JavaScript Example
const H = { 'x-api-key': process.env.SCAVIO_API_KEY, 'content-type': 'application/json' };
async function brief(ticker) {
const [serp, rdt, yt] = await Promise.all([
fetch('https://api.scavio.dev/api/v1/google', { method: 'POST', headers: H, body: JSON.stringify({ query: `${ticker} 10-Q earnings 2026` }) }).then(r => r.json()),
fetch('https://api.scavio.dev/api/v1/reddit/search', { method: 'POST', headers: H, body: JSON.stringify({ query: ticker }) }).then(r => r.json()),
fetch('https://api.scavio.dev/api/v1/youtube/search', { method: 'POST', headers: H, body: JSON.stringify({ query: `${ticker} earnings call` }) }).then(r => r.json())
]);
return { serp, rdt, yt };
}Platforms Used
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit
YouTube
Video search with transcripts and metadata