The Problem
Retail traders who catch Reddit-driven momentum early can act before the move hits mainstream news, but manually monitoring WSB and trading subreddits at scale is impossible and Reddit's API rate limits block frequent polling.
How Scavio Helps
- Monitor WSB and trading subreddits every 30 minutes without Reddit OAuth
- Ticker mention spike detection against 7-day rolling average
- Sentiment scoring from post context (bullish/bearish/neutral)
- Cross-reference Reddit signals with Google News for confirmation
- Cost under $5/day for comprehensive Reddit trading surveillance
Relevant Platforms
Community, posts & threaded comments from any subreddit
Web search with knowledge graph, PAA, and AI overviews
Quick Start: Python Example
Here is a quick example searching Reddit for "reddit wallstreetbets sentiment analysis ticker API 2026":
import requests
API_KEY = "your_scavio_api_key"
response = requests.post(
"https://api.scavio.dev/api/v1/reddit/search",
headers={
"x-api-key": API_KEY,
"Content-Type": "application/json",
},
json={"query": query, "sort": "new"},
)
data = response.json()
for post in data["data"].get("posts", [])[:5]:
print(f"r/{post['subreddit']} — {post['title']}")
print(f" by u/{post['author']}")Built for Retail traders, quant teams building alternative data feeds, and fintech startups creating social sentiment products
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your reddit trading sentiment 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.