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End-of-day scoring · Prices as of last close
Educational Analytics — No Financial Advice
Region Status: US-Only Access
Stop seeing stocks after they've already moved 15%. We scan 6,500+ assets daily, combining technical patterns with social buzz from X and Reddit to catch momentum at 2%—before everyone else notices.
"Social velocity on Reddit spikes as technical patterns align with massive institutional accumulation. High breakout probability."
While others chase 15% movers, we catch them at 2%. Our system handles the timing and research so you can act—not react.
By the time a stock is up 15% and trending on social media, the smart money is already exiting. You end up buying their bags at the peak.
"Banana Farmer identified early momentum at 2%—hours before the crowd noticed."
Scanning Reddit, X, and charts all day is a full-time job. Our Goldman Sachs-inspired algorithms scan thousands of assets 24/7 to find the 1% worth your attention.
Our "Too-Late" badge acts as your safety net. We identify when a move is overbought or reaching exhaustion, so you can ignore the FOMO and wait for the next ripe signal.
Explore our scoring methodologyThis asset has already moved 8%+ and is showing signs of momentum exhaustion. Higher risk of pull-back.
Educational analytics only • No investment advice • End-of-day data
Our proprietary Ripeness Score isn't a guess. It's a real-time synthesis of four heavy-weight signals.
We scan for the 'Coil'—a volatility compression pattern that historically precedes explosive breakouts.
Focusing on the 1-3% 'Sweet Spot.' We ignore exhausted moves and target the building steam.
Tracking Reddit and X for early buzz. We detect interest 1.2x-2.0x normal before it turns into late FOMO.
For Crypto: Following the 'Smart Money' in futures positioning, funding rates, and open interest.
"We synthesize millions of data points into one simple Ripeness Score so you don't have to."
The difference between a "Lucky Trade" and a "Systematic Edge" is timing. We give you the system.
Most tools alert you after the move is obvious. By the time you get the notification, the smart money is already moving on.
We target the coiling phase. Our systems identify momentum in the 1-3% range—hours or days before the big breakout.
Used by 5,000+ data-driven traders identifying early signals
"Volume coiling. Institutional activity detected."
Banana Farmer turns market noise into signal. One unified view shows what's coiling, why it's scoring high, and exactly what patterns to watch for.
We condense thousands of social mentions into one actionable buzz score.
Deep technical analysis explained in plain English—no finance degree needed.
Target assets in the 1-3% early momentum zone before they hit the headlines.
We scan 6,500+ assets daily and rank what's ready to move—before social media catches on. Technical patterns, social buzz, and plain-English explanations. All done for you.
Composite momentum scores refreshed all day across equities and crypto.
Note: institutional participation rising with broad market tailwind
Setup: buyers absorbing supply
Note: trend continuation likely options flow skewing to calls
Flow: liquidity depth stable after consolidation
Observation: pullback holding higher low
Flow: options flow skewing to calls volume building vs 20-day avg
FTAI Aviation Ltd - Class A
Leases aircraft engines to airlines and makes money by charging monthly rental fees plus maintenance services.
Price sits 5% above its short-term average and keeps climbing, suggesting buyers are gaining momentum and may push it higher soon.
Volume sits at 62 percent of its average, confirming the momentum by showing quiet trading that often precedes sustained moves when RSI showing.
New Oriental Education & Technology Group Inc. Sponsored ADR representing 10 Ordinary Share (Cayman Islands)
Runs private tutoring centers across China, making money from student fees for test prep and language classes.
Price dropped 4% from previous close, suggesting selling pressure as it tests recent lows.
Volume spiked 1 times the 20-day average during the decline, indicating heightened trading activity near support levels, suggesting support levels.
GE HealthCare Technologies Inc
Makes medical imaging machines like MRI and CT scanners, earning money by selling equipment and charging for maintenance and software updates.
The monthly chart shows a base formation, suggesting a strong foundation has been built for potential upward moves when momentum returns.
Volume matches the 20-day average at 1x, confirming the uptrend as buyers maintain steady interest without overextending.
Note: trend continuation likely breakout watch
Setup: momentum base forming
Note: institutional participation rising liquidity depth stable
Flow: options flow skewing to calls with broad market tailwind
Observation: social velocity improving
Flow: liquidity depth stable risk flagged subsiding
Catalyst: volume building vs 20-day avg after consolidation
Note: institutional participation rising
Catalyst: risk flagged subsiding buyers absorbing supply
Setup: momentum base forming on improving breadth
Flow: liquidity depth stable
Setup: buyers absorbing supply pullback holding higher low
Plain-English explanations, early momentum alerts, and "Too-Late" warnings help you decide when to act—without drowning in data.
Pro unlocks 50+ daily signals, instant alerts, and exports. Starting at $49/mo. Cancel anytime.
The same intelligence that powers this platform — available as a REST API. One subscription includes website + API access.
$ curl -H "x-bf-bot-key: YOUR_KEY" \
https://bananafarmer.app/api/bot/v1/signals/top
{
"signals": [
{ "symbol": "NVDA", "score": 92, "badge": "Ripe" }
]
}One top momentum pick delivered to your inbox every morning at 8 AM EST. No fluff, no spam. Just one signal worth watching.
Everything you need to know about Banana Farmer
Banana Farmer is an AI-powered momentum scanner for stocks and cryptocurrency. We analyze over 6,500 assets 24/7, combining technical indicators with social sentiment from platforms like X (Twitter) and Reddit to generate a composite "Ripeness Score" from 0-100. This helps traders identify potential opportunities early, typically at the 2-5% gain stage rather than chasing moves at 15%+.
The Ripeness Score is a 0-100 composite score calculated from multiple factors: technical momentum (price trends, RSI, MACD), volume patterns, volatility, relative strength vs the market, and social sentiment. Assets scoring 70+ are considered "Ripening" (momentum building), while 85+ are "Ripe" (strong signal). We also flag "Overripe" and "Too-Late" signals to warn when an asset may be overextended.
A "Ripe" signal indicates strong momentum with favorable entry conditions - the asset is building steam but hasn't fully extended yet. "Overripe" means the asset has already made a significant move and may be due for consolidation or pullback. "Too-Late" signals warn that chasing at current levels carries elevated risk. This helps traders avoid FOMO entries at extended prices.
Yes, Banana Farmer offers a free tier where you can view signals ranked #3, #4, and #5 on the leaderboard. Pro access ($49/month or $39/month billed annually) unlocks the full 50+ signal leaderboard including the top 2 signals, instant alerts, unlimited asset search, and deep AI analysis for every asset.
We track over 6,500 stocks from major US exchanges (NYSE, NASDAQ) and popular cryptocurrencies. Stock prices reflect the prior trading day's close with scores updating daily after market close (~6pm ET). Crypto prices update multiple times per day. Our system scans all tracked assets to detect emerging momentum patterns.
No. Banana Farmer provides educational analytics and data-driven signals, not financial advice. We show patterns and momentum indicators but do not make buy/sell recommendations. Always do your own research and consult a licensed financial advisor before making investment decisions. Past performance does not guarantee future results.
Yes. Every plan includes API access. Free users get a trial key with 9 endpoints and 50 requests per day. Pro unlocks 18 endpoints with 10,000 daily requests. Max adds premium data enrichment, historical prices, and 100,000 daily requests. Visit the Developer Portal for documentation and to get your API key.
Yes. Our REST API supports programmatic access to signals, scores, leaderboards, market pulse data, and historical performance. You can integrate Banana Farmer data into trading bots, portfolio dashboards, AI agents, or any custom application. Pro and Max plans provide the throughput needed for automated systems.
Get the same early signals that professional traders use—ranked by momentum, filtered by social buzz, and explained in plain English. Starting at $49/mo.