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Scavio for Reddit Stock Intelligence

Extract stock market signals from Reddit discussions across investing subreddits using structured search data. Scavio returns Reddit posts with titles, scores, and subreddit context that enable systematic analysis of retail investor sentiment and trending tickers. Build quantitative sentiment datasets from the same community discussions that drive retail trading momentum.

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The Problem

Quantitative traders and retail investors miss Reddit-driven stock momentum because manually monitoring multiple investing subreddits cannot scale to the speed and volume of discussion.

How Scavio Helps

  • Structured Reddit data from investing subreddits
  • Ticker mention frequency as a sentiment proxy
  • Post scores indicate community conviction strength
  • Daily scanning catches momentum before price moves
  • 1 credit per search enables high-frequency monitoring

Relevant Platforms

Reddit

Community, posts & threaded comments from any subreddit

Quick Start: Python Example

Here is a quick example searching Reddit for "NVDA wallstreetbets sentiment analysis 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 Quantitative traders, retail investors, and fintech data teams

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your reddit stock intelligence 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.

Frequently Asked Questions

Extract stock market signals from Reddit discussions across investing subreddits using structured search data. Scavio returns Reddit posts with titles, scores, and subreddit context that enable systematic analysis of retail investor sentiment and trending tickers. Build quantitative sentiment datasets from the same community discussions that drive retail trading momentum. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For reddit stock intelligence, use the reddit 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 stock intelligence data automatically.

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Reddit API

Community, posts & threaded comments from any subreddit

Read more

Scrape Reddit with Python

Python tutorial for Reddit

Read more

Build Your Reddit Stock Intelligence Solution

50 free credits on signup. No credit card required. Start building with Reddit data today.

Get Started FreeRead the Docs
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