SEATTLE - Nov. 29, 2025 - PRLog -- Tickeron, a leader in AI-driven trading automation, has unveiled its new “Trend Is Your Friend” AI Trend Prediction Engine (TPE)—an advanced system built to help retail traders identify and follow high-probability market trends across stocks and ETFs.
After conducting a multi-year behavioral analysis of user trading patterns, Tickeron found that trend-based strategies dominate retail investor behavior. Whether chasing momentum in technology stocks, swing-trading semiconductor ETFs, or rotating across market sectors, retail traders consistently prioritize directional clarity.
In response, Tickeron’s quantitative research team developed the Trend Prediction Engine (TPE)—a full-market scanning system that evaluates thousands of securities using proprietary AI Agents, advanced statistical frameworks, and multilayer sentiment analysis to detect emerging trends in real time.
AI-Powered Trend Detection for Everyday Traders
TPE delivers:
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Daily and intraday trend forecasts
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Bullish and bearish probability modeling
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Pattern-consistent trend validation
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Market-wide scanning for trending tickers
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Sentiment-enhanced signal confirmation
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Integration with AI Trading Agents for automated execution
Unlike traditional moving averages or manual chart reading, TPE measures trend strength using machine-learning pattern classification supported by Tickeron’s proprietary Financial Learning Models (FLMs).
Empowering Retail Traders With “Trends Are Your Friends” Agents
Built on top of TPE, Tickeron has also introduced a new suite of AI Trading Agents known as the “Trends Are Your Friends” series. These agents identify opportunities only when a trend meets strict AI-driven criteria for momentum, stability, and confirmation.
They are optimized for:
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Stocks showing strong directional movement
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Leveraged ETFs with momentum cycles
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Sector-based trend rotations
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Intraday and short-term trend bursts
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Sentiment-confirmed trading signals
Executive Perspective
“Retail traders naturally gravitate toward clear trends—more than any other type of signal,” said Sergey Savastiouk, Ph.D., CEO of Tickeron. “Once our behavioral research validated this, we focused our development efforts on building AI agents that detect trends early, validate them intelligently, and deliver actionable insights in real time. Our ‘Trend Is Your Friend’ engine brings that vision to life.”
The Technology Behind the Trend Prediction Engine
TPE incorporates:
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Neural pattern recognition
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Price-to-sentiment divergence analytics
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Trend-line reinforcement learning
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High-frequency pattern capture across 5-, 15-, and 60-minute intervals
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Proprietary FLMs for multi-layer trend confirmation
About Tickeron
Tickeron, Inc. is a Silicon Valley–based fintech company specializing in AI-driven trading automation, Financial Learning Models (FLMs), predictive analytics, and AI trading agents designed for retail investors, quants, and financial institutions. Tickeron delivers real-time pattern recognition, trend forecasting, AI Trading Bots, backtesting engines, and educational tools that empower traders to make data-driven decisions.
Learn more at www.tickeron.com.
View https://tickeron.com/stock-tpe/