Anything in AI or in defense?

Important context

It’s not possible to know which specific stocks will “perform well” by year‑end, but these filters are designed to tilt the search toward U.S.-listed AI and defense names with solid growth, reasonable liquidity, and some potential for stronger moves (both up and down).

Screening Filters

1. Market Cap: 2–50 billion USD

   • Purpose: Focus on mid-cap to smaller large-cap companies.
   • Rationale:
     • You asked about “promising” names that could “hit big.”
     • Very large mega-caps (e.g., $200B+) tend to move more slowly; tiny microcaps are often too risky/illiquid.
     • The 2–50B range balances:
       • Enough size and stability to be established businesses.
       • Still small enough that strong growth or new contracts (especially in AI/defense) can materially move the stock.

2. Price: Minimum $5 per share

   • Purpose: Exclude penny stocks and ultra-low price names.
   • Rationale:
     • Stocks under $5 often have higher delisting risk, poor liquidity, and more speculative behavior.
     • Staying above $5 helps keep the focus on companies with more institutional interest and generally higher reporting standards.

3. Beta: ModerateRisk, HighRisk

   • Purpose: Select stocks that tend to move more than the overall market.
   • Rationale:
     • To “perform well by the end of this year,” you usually need some volatility/upside potential.
     • Moderate to high beta names can benefit more in an uptrend (at the cost of higher downside risk).
     • This fits your desire for stocks that might “hit big,” while excluding ultra-defensive, low-volatility stocks that are unlikely to move much.

4. Monthly Average Dollar Volume: Minimum $500,000

   • Purpose: Ensure a baseline level of liquidity.
   • Rationale:
     • A minimum of $500k traded per day/monthly average helps:
       • Reduce slippage when buying/selling.
       • Avoid illiquid names that can be easily manipulated.
     • This is especially important in sectors like defense and AI where many tiny niche companies can be very illiquid.

5. RSI Category: Moderate

   • Purpose: Avoid stocks that are extremely overbought or oversold right now.
   • Rationale:
     • “Moderate” RSI typically means the stock is not at an extreme high (which may be due for a pullback) or an extreme low (which may signal deeper issues or a “value trap”).
     • This filter steers you toward stocks that are not excessively stretched one way or the other, giving some room for a healthier move over the coming months.

6. 1-Month Price Change: +5% to +40%

   • Purpose: Capture positive but not extreme recent momentum.
   • Rationale:
     • A small-to-moderate recent gain (+5% to +40%) suggests:
       • The market has started to recognize something positive (earnings, contracts, AI product launches, etc.).
       • The move isn’t yet so parabolic that the risk of a near-term reversal is extreme.
     • This lines up with seeking stocks that could continue performing well into year‑end but are not already up, say, 200% in a month.

7. Themes: “AI Beneficiary” and “Aerospace & Defense”

   • Purpose: Match the sectors you explicitly requested.
   • Rationale:
     • “AI Beneficiary” targets companies either building AI or significantly benefiting from AI adoption (chips, cloud, software, automation, etc.).
     • “Aerospace & Defense” directly focuses on defense contractors and related aerospace firms.
     • Using theme tags is an efficient way to capture companies with economic exposure to AI and defense, not just those with those words in their names or tickers.

8. List Exchange: XNYS (NYSE) and XNAS (Nasdaq)

   • Purpose: Restrict to major U.S. exchanges.
   • Rationale:
     • You asked for U.S. market stocks.
     • NYSE and Nasdaq list the bulk of established U.S.-traded companies, with stronger listing standards and more liquidity than OTC markets.
     • This avoids less transparent or thinly traded foreign/OTC securities.

9. Quarter Revenue YoY Growth: Minimum +15%

   • Purpose: Filter for companies with solid top-line growth.
   • Rationale:
     • In AI and defense, strong revenue growth is often a sign of:
       • Winning new contracts.
       • Increasing demand for AI solutions or defense systems.
     • A 15%+ year-over-year quarterly revenue growth hurdle focuses on companies that are actually expanding, not just “story stocks.”

10. Quarter EPS YoY Growth: Minimum +15%

    • Purpose: Ensure earnings (not just sales) are growing meaningfully.
    • Rationale:
      • Revenue growth without profit growth can indicate margin pressure or inefficient operations.
      • Requiring at least 15% EPS growth targets companies that are either:
        • Scaling profitably.
        • Improving margins.
      • This is consistent with looking for companies that could be rewarded by the market over the coming quarters.

11. Analyst Consensus: Strong Buy or Moderate Buy

    • Purpose: Align with positive professional analyst sentiment.
    • Rationale:
      • While analysts are not infallible, a Strong/Moderate Buy consensus:
        • Suggests institutional coverage and interest.
        • Indicates that, based on published models, earnings expectations and valuations are viewed favorably.
      • This adds a layer of external validation on top of growth and thematic exposure.

12. Target Price Upside Potential: “MoreAbovePrice”

    • Purpose: Require that analysts’ target prices are meaningfully above the current price.
    • Rationale:
      • If the consensus target is above the current price, analysts see additional upside from here.
      • Combining this with your time frame (by year-end) highlights names where the professional community believes there is still room to run, not just fully priced-in AI/defense winners.

Why These Results Match Your Request

• They are U.S.-listed stocks on NYSE/Nasdaq, matching your “US market” requirement.
• They are explicitly tagged as AI beneficiaries or aerospace & defense, matching your sector focus.
• They show solid growth (revenue and EPS) and positive but not extreme recent momentum, which supports the idea they could continue to perform well into year‑end.
• They have moderate to high volatility (beta), giving them the capacity to “hit big” if things go right, while maintaining minimum liquidity and quality thresholds.
• They are backed by favorable analyst views and price targets, adding another layer suggesting potential upside rather than names that are universally viewed as overvalued.

If you share your risk tolerance (conservative vs. aggressive) and time horizon more precisely, I can explain which of these filters might be tightened or relaxed and why.