Educational

The Complete Guide to Getting Started With Fillipio

Everything you need to know to get the most out of Fillipio — from your first login to building a daily routine. Covers every feature, every page, and exactly how to use the AI scoring system to make better investment decisions.

Steffen FonvigMarch 25, 202612 min read

What Is Fillipio?

Fillipio is an AI-powered stock screening and signal platform. Every trading day before market open, our system scores 7,700+ stocks across the US, UK, Europe, and Canada using a combination of technical analysis, machine learning predictions, and fundamental data.

The result: a single composite score (0-100) for every stock, plus BUY/SELL signals, risk flags, and three automated trading strategies running with virtual capital.

This guide walks you through everything — from your first login to building a daily routine that takes less than 5 minutes.


Step 1: Your First Login — The Dashboard

When you log in, you land on the Dashboard. Think of it as your daily briefing page. Here is what each section tells you:

Market Regime Banner

At the very top, you will see a colored banner showing the current market condition:

  • BULL (green) — Trend favors longs. Normal position sizing.
  • BEAR (red) — Favor caution. Tight stops, smaller positions.
  • CHOPPY (yellow) — Mixed signals. Be selective, reduce exposure.
  • This is not a prediction — it is a real-time reading based on SPY momentum (RSI), 20-day volatility, and market breadth (what percentage of stocks are trending up). The confidence percentage tells you how strong the signal is.

    How to use it: Glance at the regime every morning. If it says BEAR with 85% confidence, be more cautious with new positions. If BULL, normal rules apply.

    Quick Stats

    Four cards showing today's snapshot:

  • Stocks Scored — The total number of stocks in our universe (currently 7,700+)
  • BUY Signals — How many stocks are rated BUY or STRONG_BUY, and what percentage of the total
  • SELL Signals — How many stocks are flagged SELL or STRONG_SELL (includes Risk Radar)
  • Avg Market Score — The average composite score across all stocks. Below 45 suggests a weak market; above 55 suggests strength
  • Market Pulse

    This is our daily AI-generated market briefing, powered by Claude. It summarizes:

  • What happened in the market
  • Which sectors are strong or weak
  • Top signals for the day
  • Any unusual patterns the AI detected
  • Read this like a morning newspaper for your portfolio. It takes 30 seconds and gives you context for everything else on the page.

    Risk Radar

    The 5 worst-scoring stocks by our ML model. These are the stocks most likely to decline in the near term based on backtesting. Each shows:

  • ML Score — Lower is worse. A score of 15 means the model is very bearish.
  • Predicted 5-day return — What the model expects. Typically -2% to -5%.
  • How to use it: Cross-reference against your own holdings. If a stock you own appears here, investigate further. Consider tightening your stop-loss.

    Active Picks

    Our AI generates tracked recommendations daily. Each pick has an entry price (frozen at the time of recommendation), a stop-loss, and a profit target. The dashboard shows the top 5 with their current P&L percentage.

    Strategy Performance

    Three paper trading portfolios running with $100,000 each in virtual capital. Each follows different rules (more on these below). You can see current value and return at a glance.

    Latest Signals

    The 6 most recent BUY/SELL signals with the ticker, signal type, composite score, and which strategy generated them.


    Step 2: The Screener — Explore All 7,700+ Stocks

    Navigate to Screener in the sidebar. This is where you can search, filter, and sort every stock in our universe.

    What You See

    For each stock:

  • Symbol and Name — The ticker and company
  • Last Price — Most recent closing price
  • Composite Score — Our 0-100 rating blending technical, ML, and fundamental analysis
  • Signal — STRONG_BUY, BUY, HOLD, SELL, or STRONG_SELL
  • Country Flag — Which exchange (US, UK, FR, NL, CH, CA)
  • How to Use the Screener

    Looking for opportunities: Sort by composite score descending. The top stocks have the strongest combination of technical momentum, ML-predicted upside, and fundamental quality.

    Researching a specific stock: Use the search bar. Type a ticker or company name and see its full score breakdown.

    Filtering by country: Focus on US stocks, or explore European markets.

    Understanding the signals:

    | Score Range | Signal | What It Means | |---|---|---| | 80-100 | STRONG_BUY | Exceptional across all dimensions (very rare) | | 65-79 | BUY | Above average, multiple bullish factors | | 40-64 | HOLD | Neutral, no strong edge either way | | 25-39 | SELL | Below average, deteriorating conditions | | 0-24 | STRONG_SELL | Multiple bearish factors, Risk Radar territory |

    Most stocks are HOLD on any given day (~76%). This is by design. Our model is conservative — when it says BUY, it means something.


    Step 3: Signals — See Why the AI Made a Call

    The Signals page shows every recent BUY and SELL signal with the reasoning behind it.

    Each signal includes:

  • Date — When the signal was generated
  • Symbol and Price — The stock and its price at signal time
  • Signal Type — BUY or SELL with a color-coded badge
  • Composite Score — The number behind the decision
  • Strategy — Which of the three strategies triggered it (Momentum, Value Hunter, or Quality Growth)
  • Reasoning — A text explanation of what changed
  • How to use it: Signals are not "buy this right now" commands. They are data points. A BUY signal from the Momentum strategy means technical indicators and ML predictions are aligning. Combine this with your own research before acting.


    Step 4: Risk Radar — The Most Important Page

    Many users find Risk Radar more valuable than BUY signals. Here is why:

    In backtesting (2023-2026), our ML model's strongest capability is identifying stocks that will underperform. Bottom-ranked stocks declined an average of -3.2% over 5 trading days, and the model was correct about the ranking 81% of the time.

    The Risk Radar page shows the bottom 20 stocks by ML score with:

  • ML Score — The model's confidence (lower = higher risk)
  • Predicted 5-Day Return — Expected percentage decline
  • Down Probability — The model's estimate of the chance this stock drops
  • Your Daily Risk Check (30 Seconds)

  • Open Risk Radar
  • Scan the list for any stock you currently own
  • If one of your holdings appears: do not panic-sell, but investigate
  • Consider tightening stop-losses or reducing position size on flagged stocks
  • This simple habit can prevent the kind of quiet -5% to -10% losses that compound into serious portfolio damage over time.


    Step 5: The Three Trading Strategies

    Fillipio runs three automated paper trading portfolios, each with $100,000 in virtual capital and completely different approaches:

    Momentum Breakout

    Philosophy: Catch stocks breaking out with strong volume and technical momentum.

    Entry rules: RSI between 50-75, positive MACD, price above SMA50 and SMA200, volume surge above 1.2x average, ADX above 20, composite score above 60.

    Risk management: 5% stop-loss, 15% take-profit, maximum 45-day hold, up to 20 positions.

    Best in: Bull markets and trending sectors.

    Backtested performance (2023-2026): Sharpe ratio 1.69, total return +145%, 2,286 trades, 41% win rate, -19.6% max drawdown.

    Value Hunter

    Philosophy: Find undervalued stocks with solid fundamentals trading below intrinsic value.

    Entry rules: P/E below 20, Price-to-Book below 3, profit margin above 5%, current ratio above 1.2, RSI between 30-60, price near SMA200, composite score above 55.

    Risk management: 10% stop-loss, 30% take-profit, maximum 90-day hold, up to 25 positions.

    Best in: Recovery markets and mean-reversion environments.

    Backtested performance: Pending (requires fundamental data currently being loaded).

    Quality Growth

    Philosophy: Target companies with accelerating revenue growth, high profitability, and strong return on equity.

    Entry rules: Revenue growth above 5% QoQ, earnings growth above 10%, profit margin above 10%, ROE above 12%, forward P/E below 40, price above SMA50, composite score above 60.

    Risk management: 12% stop-loss, 35% take-profit, maximum 120-day hold, up to 15 positions.

    Best in: Growth markets and sectors with expanding earnings.

    Backtested performance: Pending (requires fundamental data currently being loaded).

    How to Use the Strategy Pages

    Click into any strategy from the Strategies page to see:

  • Equity Curve — A chart of the portfolio value over time
  • Positions tab — Every open position with entry price, current price, P&L, stop-loss, and take-profit levels
  • Closed Trades tab — Completed round-trip trades with realized P&L (buy price, sell price, profit/loss, days held)
  • Activity Log — Every buy and sell order in chronological order
  • Signal Log — AI-generated stock picks related to this strategy
  • Backtest tab — Historical performance metrics (Sharpe, returns, drawdown)

  • Step 6: Performance — The Full Picture

    The Performance page gives you a bird's-eye view of how all three strategies are doing combined.

    What You See

  • Total Portfolio Value — Sum across all three strategies (started at $300,000 total)
  • Realized P&L — Profit from closed trades
  • Unrealized P&L — Paper gains/losses on open positions
  • Cash Available — How much dry powder the strategies have
  • Strategy Breakdown — Each strategy's value, return, allocation percentage, and position count
  • Open Holdings Table

    Every currently-open position across all strategies in one table. You can see at a glance:

  • Which stocks are being held
  • Entry date and average cost
  • Current market value
  • Dollar P&L and percentage return
  • Stop-loss and take-profit levels
  • Closed Trades

    Completed round-trip trades matched using FIFO (first in, first out). For each:

  • Buy date and price
  • Sell date and price
  • Number of shares
  • Dollar P&L and percentage return
  • Days held
  • This is the most transparent view of whether the strategies are actually making money.


    Step 7: Build Your Daily Routine

    Once you understand each feature, here is the recommended daily workflow. It takes about 3-5 minutes:

    Before Market Open (2 Minutes)

  • Check Market Regime — Sets your mindset for the day
  • Read Market Pulse — Quick AI summary of market conditions
  • Scan Risk Radar — Cross-check against your portfolio
  • Research Phase (2-3 Minutes)

  • Review Active Picks — See how recommendations are performing
  • Check Latest Signals — Any new BUY/SELL signals?
  • Screener deep-dive — Only if signals piqued your interest
  • Weekly Review (5 Minutes on Weekends)

  • Performance page — Review open holdings and closed trades
  • Strategy comparison — Which strategy is performing best?
  • Blog/Weekly Recap — Read the weekly recap post for context

  • Step 8: Join the Telegram Channel

    For real-time signals delivered to your phone, join our free Telegram channel:

    @fillipiosignals

    You will receive:

  • Daily signal summaries
  • Risk Radar alerts when stocks get flagged
  • Paper trading activity (new buys and sells)
  • Market regime changes

  • Understanding the Scoring System

    The composite score is the number behind everything in Fillipio. Here is how it works:

    Three Components

  • Technical Score (35%) — Based on 25+ indicators including RSI, MACD, SMA alignment, Bollinger Bands, ATR, volume ratios, and price action patterns. Measures momentum, trend, volatility, volume, and price structure.
  • ML Score (35%) — Our Optuna-optimized LightGBM model analyzes 50 engineered features per stock and predicts the 5-day forward return and direction probability. The model is retrained monthly using walk-forward validation.
  • Fundamental Score (30%) — Valuation (P/E, P/B, P/S), profitability (margins, ROE, ROA), growth (revenue and earnings growth), and financial health (debt ratios, current ratio, free cash flow).
  • How They Blend

    | Data Available | Formula | |---|---| | All three | Technical 35% + ML 35% + Fundamental 30% | | Technical + ML only | Technical 50% + ML 50% | | Technical + Fundamental | Technical 55% + Fundamental 45% | | Technical only | Technical 100% |

    The system automatically adapts based on what data is available for each stock.

    Market Regime Adjustment

    After the composite score is calculated, a regime adjustment is applied:

  • BULL market: +3 points
  • CHOPPY market: 0 points
  • BEAR market: -5 points
  • This makes it harder for stocks to earn BUY signals during bear markets — which is the conservative, protective behavior we want.


    Important Disclaimers

    Fillipio is an informational tool, not a financial advisor:

  • Not financial advice. All signals and scores are for research and educational purposes only.
  • Backtested numbers are historical. The -3.2% and 81% accuracy figures come from walk-forward validation on 2023-2026 data, not live trading results.
  • Live tracking began March 2026. The platform is new, and live performance data is still building up.
  • Past performance does not guarantee future results. Markets change, and no model is right all the time.
  • Always do your own research. Use Fillipio as one input in your decision-making process, not the only one.
  • Consult a qualified financial advisor before making investment decisions.

  • Ready to Start?

    If you have not already, start your 7-day free trial. Full access to every feature, no credit card required upfront. Cancel anytime.

    The best way to learn Fillipio is to use it. Log in tomorrow morning before market open, spend 3 minutes on the dashboard, and see if the data changes how you think about your portfolio.


    Questions? Reach out via our contact page or join the Telegram channel.

    getting startedguidetutorialscreenerrisk radarsignalsstrategies
    SF

    Steffen Fonvig

    Founder & CEO, Fonvig Group

    Entrepreneur and founder building companies across fintech, media, and health tech since 2013. Creator of Fillipio, an AI-powered stock screening platform. Based in Oslo, Norway.

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