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Scavio for Reddit Trading Sentiment Analysis

Monitor Reddit trading subreddits (r/wallstreetbets, r/stocks, r/options) for ticker mentions and sentiment signals using Scavio Reddit endpoint. Extract ticker symbols from post titles and comments, count mention frequency against rolling averages, and score sentiment per ticker. Detect momentum spikes before they hit mainstream financial news. No Reddit OAuth or API key management required.

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

Reddit

Community, posts & threaded comments from any subreddit

Google

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":

Python
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 (250 credits/month, no credit card required) and scale to paid plans when you need higher volume.

Frequently Asked Questions

Monitor Reddit trading subreddits (r/wallstreetbets, r/stocks, r/options) for ticker mentions and sentiment signals using Scavio Reddit endpoint. Extract ticker symbols from post titles and comments, count mention frequency against rolling averages, and score sentiment per ticker. Detect momentum spikes before they hit mainstream financial news. No Reddit OAuth or API key management required. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For reddit trading sentiment analysis, use the reddit, Google Search endpoints. Each request costs 1 credit.

Yes. Scavio handles all the infrastructure — proxies, rate limits, CAPTCHAs, and anti-bot detection. Paid plans support up to 100K+ credits/month with priority support and higher rate limits.

Absolutely. Scavio integrates with LangChain, CrewAI, LlamaIndex, AutoGen, and any framework that can make HTTP requests. Build an agent that searches, analyzes, and acts on reddit trading sentiment analysis data automatically.

Build Your Reddit Trading Sentiment Analysis Solution

250 free credits/month. No credit card required. Start building with Reddit, Google data today.