Stock Sentiment Intelligence

Extract real-time stock and crypto sentiment from Reddit communities including WallStreetBets, r/stocks, r/investing, and more. Get mentions, upvotes, momentum signals, and sentiment analysis.

What you get

• 13 structured fields per record — engagement_ratio, mention_change_pct, mentions_24h, mentions_24h_ago, name, rank, rank_24h_ago, rank_change…
• Clean, validated JSON ready for your pipeline
• Pre-built dataset Overview in the Apify Console for instant inspection
• Reliable & maintained — patched whenever the source changes

Why this actor (vs. alternatives)

	Build your own	Generic scraper	This actor
Maintenance	You patch every change	Often broken	Patched continuously
Structured output	Manual parsing	Inconsistent	Validated schema
Setup time	Days	Hours	Minutes
Pay only for results	N/A	Varies	Yes (pay-per-use)

Input

Field	Type	Description
mode (required)	string	How to collect sentiment data Options: trending, specific_tickers, multi_source
filterType	string	Which Reddit community or aggregation to use (for trending mode) Options: all-stocks, all-crypto, wallstreetbets, stocks, investing, cryptocurrency
tickers	array	List of stock/crypto tickers to look up (for specific_tickers mode). Example: NVDA, TSLA, BTC
sources	array	Which subreddits to compare (for multi_source mode)
maxResults	integer	Maximum number of stocks to return
includeCrypto	boolean	Also fetch top crypto sentiment when using all-stocks filter

Example Input

{
  "mode": "trending",
  "filterType": "all-stocks",
  "sources": [
    "wallstreetbets",
    "stocks",
    "investing"
  ],
  "maxResults": 50,
  "includeCrypto": false
}

Output (sample)

{
  "ticker": "MU",
  "name": "Micron Technology",
  "rank": 1,
  "mentions_24h": 848,
  "upvotes_24h": 6095,
  "rank_24h_ago": 1,
  "mentions_24h_ago": 2365,
  "mention_change_pct": -64.14,
  "rank_change": 0,
  "engagement_ratio": 7.19,
  "sentiment_signal": "BEARISH",
  "source": "all-stocks",
  "scraped_at": "2026-05-28T18:18:57.395116+00:00"
}

Use cases

• Fintech / trading apps — power dashboards with reliable market data
• Quant research — backtest models on historical data
• Portfolio tools — track positions and exposure
• Market research — analyze trends across instruments
• Alerting — trigger notifications on price/metric moves

Pricing

Pay-Per-Event:

• $0.001 per result
• $0.00005 actor-start fee

Example runs

Use case	Results	Cost
Quick scan	100	$0.10
Standard run	500	$0.50
Bulk dataset	2,000	$2.00

FAQ

Q: How fresh is the data?
A: Real-time — every run fetches live from the source.

Q: Do I pay for failed or empty runs?
A: You pay per result returned, plus a tiny actor-start fee.

Q: Can I schedule recurring runs?
A: Yes — use the Apify Console scheduler for daily/weekly automation.

Q: Can I export the data?
A: Yes — JSON, CSV, Excel, and API access are all supported by Apify.

Related actors

• yahoo-finance-scraper — stock fundamentals & financial data
• crypto-intelligence — cryptocurrency market data
• coingecko-crypto-intelligence — CoinGecko crypto market data
• forex-exchange-intelligence — ECB currency exchange rates

Legal & compliance

This actor retrieves publicly accessible data only. You are responsible for respecting the source's Terms of Service, honoring robots.txt, and complying with GDPR / applicable regulations for any personal data.

Support & feature requests

Open an issue on the Actor page or contact via Apify Console messaging. Custom features welcome.