Methodology
Transparent market sentiment from Reddit, Twitter/X, and news sources—organized daily so you can see all sides of the conversation.
TL;DR
- •Tracks thousands of conversations across Reddit, Twitter/X, and 55+ news outlets daily.
- •Surfaces 10–15 key topics per day across Markets, Crypto, Commodities, Tech, and Fintech.
- •Shows sentiment separately for each source—no averaging into a single fake-precision score.
- •Highlights where sources agree, disagree, or are split internally.
- •Links to every original post, tweet, and article so you can verify everything yourself.
Coverage & Sources
50+ finance subreddits (r/stocks, r/investing, r/wallstreetbets, etc.) ranked by a Wilson-style quality score.
Twitter/X
100+ curated analyst, trader, and commentator accounts selected for track record and domain expertise.
News
55+ outlets including Bloomberg, Reuters, WSJ, Financial Times, and CNBC.
Updates
Daily at 6am ET. Twitter/X and news monitored intraday. Data from January 2025 onwards.
How Sentiment Works
AI analyzes posts, tweets, and articles, then groups them into topics like "Tesla earnings" or "Fed rate decision." Each source gets its own sentiment label.
Why words, not percentages?
We use phrases like "mostly optimistic" instead of "73% bullish" because a single number hides disagreement—the most important thing to see.
When sources agree
Similar sentiment across Reddit, Twitter/X, and news suggests momentum. Doesn't guarantee outcomes, just shows alignment.
When sources disagree
Divergence signals debate and uncertainty—often the most useful signal. It means digging deeper before making decisions.
Features
Market Signals
Browse 10–15 trending topics daily with Reddit, Twitter/X, and news sentiment side by side.
Signal Explainer
Ask questions like "Why are chip stocks mixed?" and get answers with source links.
Daily Briefing
3–5 minute audio briefing from the same daily topics and signals.
Search
Look up any ticker or theme to see current sentiment across all sources.
FAQ
How do you group topics together?
AI matches posts talking about the same thing even if worded differently. "Tesla earnings" on Reddit and "TSLA Q4 results" on Twitter/X become one topic.
What's the difference between sources?
Reddit = retail investor discussions. Twitter/X = curated analysts and traders. News = how major outlets frame the story.
How do you verify discussions are real?
We cross-reference Reddit and Twitter/X with recent news from 55+ outlets to filter speculation and keep topics grounded in actual events.
Can I use this for trading decisions?
Use it as one input to understand conversation. It doesn't provide recommendations or price predictions. Always do your own research.
Limitations
- •Not financial advice. Shows what people are saying, not what you should do.
- •Not price prediction. Bullish sentiment doesn't guarantee prices rise; bearish doesn't mean they fall.
- •Not comprehensive. We surface 10–15 trending topics, not every stock discussion.
- •Limited history. Data from January 2025. English-language sources only.