AI-powered Twitter intelligence for smarter trading decisions
The FinTwit Scanner monitors 100+ curated financial Twitter/X accounts and uses AI to extract actionable stock picks from their tweets. Every tweet is analyzed individually for stock symbols, sentiment (bullish, bearish, or neutral), and a confidence score — giving you a real-time view of what top traders are thinking.
Gemini 2.0 Flash analyzes every tweet, extracting stock symbols, sentiment classification, confidence scores (0–100%), and reasoning.
Curated list of macro traders, chart technicians, sector specialists, value investors, and momentum traders.
Use "Twitter Picks" as a focus in The Agent — the AI synthesizer blends Twitter sentiment with technical analysis for entry/stop/target levels.
Interactive treemap showing mention volume by sector and stock, color-coded by sentiment. Click sectors to drill down.
The scanner runs a 5-step pipeline that turns raw tweets into actionable trading intelligence:
Automated scanning of 100+ curated financial Twitter/X accounts on configurable schedules (default: every 24 hours). New tweets are fetched via the Twitter/X API.
Each tweet is analyzed individually by Gemini 2.0 Flash (primary) or OpenAI (fallback). The AI extracts: stock symbols mentioned ($TICKER, #TICKER, or contextual), sentiment (bullish/bearish/hold), confidence score (0–100%), and reasoning for the classification.
Every extracted stock symbol is automatically enriched with sector, industry, and company name data from Finviz. This powers the heatmap grouping and sector/industry filtering.
Recommendations are stored with full provenance: original tweet URL, tweet text, analysis timestamp, LLM reasoning, and which model analyzed it. An in-memory cache powers the heatmap for fast rendering.
View results via the interactive heatmap, filterable recommendation feed, configurable email alerts, shareable snapshot cards, or as "Twitter Picks" in The Agent's trading signal.
Every recommendation links back to the original tweet. You see the AI's reasoning, which model analyzed it, and the confidence score — so you can always verify the source.
Each recommendation gets a 0–100% confidence score. Explicit $TICKER mentions score highest; contextual mentions score lower. Filter out noise by setting a minimum threshold.
Filter recommendations by handle, ticker, sector, industry, or date range. Sort by date or ticker to find exactly what you need.
Paste any tweet URL to get instant AI analysis. Works with any Twitter handle, not just tracked ones — useful for evaluating tweets you encounter in the wild.
Every mentioned stock is automatically tagged with sector, industry, and company name from Finviz. This powers the heatmap grouping and makes sector-level filtering possible.
Every recommendation includes the AI's explanation. Understand why a tweet was classified as bullish or bearish, and what specific language triggered the classification.
A single tweet can mention multiple stocks with different sentiments. The AI extracts each stock-sentiment pair as a separate recommendation with its own confidence score.
The FinTwit Scanner feeds directly into The Agent's trading signal. When you select "Twitter Picks" as your focus, the AI synthesizer blends Twitter sentiment alongside technical analysis to generate entry, stop-loss, and target levels.
Combine Twitter Picks with your custom watchlist. When both are active, you get recommendations that are either on your watchlist OR trending on FinTwit — widening your opportunity set without losing focus.
The heatmap is an interactive treemap visualization that gives you an instant view of what FinTwit is talking about and how they feel about it.
Large, bright green tiles indicate stocks with many bullish mentions from multiple experts — these are consensus picks. Large red tiles indicate bearish consensus. Small tiles with mixed colors represent stocks with divided sentiment, which may warrant closer investigation.
Stay informed without checking the scanner constantly. Configure email subscriptions to get notified about new recommendations that match your criteria.
Create, update, or delete subscriptions from the Twitter Scanner page.
Email alerts require a Pro or higher subscription tier. The scanner page itself also requires Pro+ access.
Generate shareable snapshot cards from the Twitter Scanner page to share your FinTwit intelligence on social media.
Shared snapshots include a call-to-action for viewers to start their own free trial. Sharing regularly helps build your trading community and gives followers a preview of the platform's capabilities.
Don't see your favorite FinTwit expert in the tracked list? You can request new handles to be added.
When requesting a handle, include a note about what type of analysis they provide. This helps the admin team evaluate whether the handle adds unique value to the existing coverage.
The default scan frequency is every 24 hours, but admins can configure different frequencies per handle. High-value handles that post frequently can be scanned more often.
Gemini 2.0 Flash is the primary model for tweet analysis, with OpenAI as the automatic fallback. The platform's prompt admin system manages the dynamic prompts and model selection, so the analysis keeps improving over time.
Yes. Admins can paste any tweet URL into the scanner to get instant AI analysis, even from handles that aren't in the tracked list. This is useful for quick one-off evaluations of tweets you encounter.
The confidence score (0–100%) reflects how strongly the AI believes the tweet contains a genuine stock recommendation. Scores above 70% indicate strong conviction. Scores between 30–70% suggest a moderate signal. Below 30% typically means a casual mention rather than a deliberate recommendation.
Metadata is fetched from Finviz after stock symbols are extracted. Some tickers — especially ETFs, very new IPOs, or penny stocks — may not have complete metadata available in Finviz. These stocks still appear in the recommendations but won't be grouped by sector in the heatmap.
The scanner page and heatmap require a Pro or higher subscription tier. This guide is public. Using Twitter Picks as a focus in The Agent also requires Pro+ access.