What is a good buy right now

Screening Filters

1. is_index_component: ['GSPC', 'NDX']

   • Purpose: Restrict the search to stocks in the S&P 500 and Nasdaq‑100.
   • Rationale:
     • The user asked broadly for “a good buy in the US stock market right now,” not for speculative micro-caps.
     • S&P 500 (GSPC) and Nasdaq‑100 (NDX) constituents are large, liquid, and heavily researched, which makes them more suitable as “core” ideas and easier to trade in and out of.

2. quarter_eps_yoy_growth: {'min': '15', 'max': '100'}

   • Purpose: Ensure the company’s most recent quarterly EPS grew at least 15% year‑over‑year.
   • Rationale:
     • Strong earnings growth is a core indicator of a healthy, expanding business.
     • When someone asks for a “good buy,” it’s reasonable to favor companies actually growing profits at a solid double‑digit rate, rather than flat or shrinking earnings.

3. one_week_predict_return: {'min': '0', 'max': '100'}

   • Purpose: Filter out stocks for which the short‑term model expects a negative 1‑week return.
   • Rationale:
     • The historical context from your prior questions shows a preference for short‑term opportunities.
     • Setting the minimum at 0 ensures we only keep names where the model expects non‑negative (i.e., flat or positive) performance over the next week, aligning with “good buy right now” instead of “maybe good long term but weak near term.”

4. one_week_rise_prob: {'min': '60', 'max': '100'}

   • Purpose: Require at least a 60% model‑estimated probability that the stock will be higher in one week.
   • Rationale:
     • This emphasizes ideas with a statistically better‑than‑coin‑flip chance of rising in the very near term.
     • It complements the prior filter: we don’t just want positive expected return; we also want a reasonably high probability of an actual price rise, making the picks more aligned with actionable short‑term trades.

5. analyst_consensus: ['Strong Buy', 'Moderate Buy']

   • Purpose: Include only stocks that Wall Street analysts currently rate as Strong Buy or Moderate Buy.
   • Rationale:
     • When seeking “good buys,” it’s natural to align with professional coverage rather than fighting consensus.
     • This removes names with Hold/Sell ratings, focusing on companies where analysts see favorable fundamentals, catalysts, or valuation.

6. target_price_upside_potential: ['MoreAbovePrice', 'AbovePrice']

   • Purpose: Keep only stocks that trade below analysts’ target prices, with meaningful upside to those targets.
   • Rationale:
     • A “good buy” typically implies some valuation headroom.
     • This filter ensures the current price is still at a discount to what analysts believe the stock is worth, providing a margin of upside rather than chasing names already at or above target.

Why Results Match

• They’re large, liquid US stocks (S&P 500 / Nasdaq‑100), suitable for most investors and easy to trade.
• They show strong recent earnings growth, consistent with fundamentally solid “good buy” candidates.
• They have a favorable short‑term outlook based on predictive models (non‑negative expected 1‑week return and ≥60% chance of rising), which fits a “right now” opportunity.
• They are backed by bullish analyst consensus (Strong/Moderate Buy) rather than controversial or out‑of‑favor names.
• They trade below analyst target prices, suggesting remaining upside rather than fully priced or overextended stocks.

Together, these filters narrow the universe to US stocks that are fundamentally strong, statistically favored in the near term, and positively viewed by Wall Street—matching a practical interpretation of “a good buy in the US stock market right now.”