Stocks

Screening Filters

1. Market Cap ≥ $50 Billion (market_cap: {'min': '50000000000'})

   • Purpose: Focus on large, established companies.
   • Rationale: When someone asks “What stocks should I buy?” without specifying risk tolerance or strategy, a reasonable starting point is financially strong, mature businesses. Large-cap companies tend to have:
     • More stable earnings and cash flows
     • Better access to capital
     • Lower volatility than small, speculative names

2. S&P 500 Members Only (is_index_component: ['GSPC'])

   • Purpose: Restrict results to companies in the S&P 500 index.
   • Rationale: The S&P 500 is a widely followed benchmark of major U.S. companies that meet minimum size, liquidity, and profitability standards. Screening within this group:
     • Avoids very risky micro-caps and illiquid stocks
     • Focuses on well-known, widely analyzed businesses
     • Provides a universe more suitable for broad “what should I buy” questions

3. Return on Equity ≥ 15% (return_on_equity: {'min': '15'})

   • Purpose: Emphasize companies that use shareholder capital efficiently.
   • Rationale: A higher ROE suggests:
     • Strong underlying profitability
     • Competitive advantages or effective management
     • Better potential for value creation over time
       For a nonspecific “what to buy” query, prioritizing quality (profitability and efficiency) is a sensible way to narrow the list.

4. P/E (TTM) Between 12 and 28 (pe_ttm: {'min': '12', 'max': '28'})

   • Purpose: Filter out extremely cheap (possibly troubled) or extremely expensive (possibly overhyped) valuations.
   • Rationale:
     • P/E below 12 can sometimes indicate deep value or serious issues; without more context, it’s safer to avoid potential value traps.
     • P/E above 28 can indicate very high growth expectations and higher downside risk if growth disappoints.
       This range aims for companies that are:
     • Reasonably valued relative to earnings
     • Neither distressed nor priced for perfection

5. Analyst Consensus: Strong Buy (analyst_consensus: ['Strong Buy'])

   • Purpose: Include only stocks that Wall Street analysts, on average, are very positive about.
   • Rationale: While analysts are not infallible, a “Strong Buy” consensus often reflects:
     • Positive earnings outlooks
     • Recent or expected catalysts (new products, margin improvement, etc.)
     • Generally supportive sentiment and research coverage
       For someone broadly asking what to buy, this adds another layer of external quality control.

Why Results Match Your Question

• You didn’t specify risk level, time horizon, or sectors, so the screen leans toward high-quality, large, well-known companies that are commonly used as core holdings.

• The combination of:

  • Large, S&P 500 constituents (stability and liquidity)
  • High ROE (strong profitability)
  • Reasonable P/E range (avoids extremes of valuation)
  • Strong Buy analyst consensus (favorable professional outlook)

  is a structured way to answer “What stocks should I buy?” by surfacing established, financially solid companies that are currently well regarded and not wildly mispriced, rather than speculative or obscure names.