Screening Filters
Market Cap ≥ $10B (market_cap: {'min': '10000000000'})
- Purpose: Focus on large, established companies rather than small, speculative names.
- Rationale:
- A Roth IRA is a long-term retirement vehicle, so stability, durability, and survivability across cycles matter.
- Large-cap companies typically have:
- More diversified revenue streams
- Better access to capital
- Greater resilience in recessions
- This reduces the likelihood that a position in your retirement account goes to zero due to business fragility.
Index Components Only (is_index_component: ['GSPC', 'NDX'])
- Purpose: Limit the universe to companies in the S&P 500 (GSPC) and Nasdaq 100 (NDX).
- Rationale:
- S&P 500 and Nasdaq 100 constituents are generally:
- Among the largest and most followed companies
- Subject to index inclusion criteria (profitability, size, liquidity, etc.)
- This helps:
- Filter out low-quality or very niche stocks
- Keep you in a universe that many retirement-oriented funds already use as a core building block.
Major U.S. Exchanges Only (list_exchange: ['XNYS', 'XNAS', 'XASE'])
- Purpose: Restrict to stocks listed on NYSE, NASDAQ, and AMEX.
- Rationale:
- These are the primary, most liquid U.S. exchanges.
- Benefits for a Roth IRA:
- Better liquidity (easier entry/exit, narrower bid–ask spreads)
- Stronger regulatory oversight and reporting standards
- Typically higher transparency and analyst coverage
- This lowers operational and liquidity risk in a long-term retirement portfolio.
Debt-to-Equity ≤ 1 (debt_equity: {'max': '1'})
- Purpose: Screen for companies with moderate or lower leverage.
- Rationale:
- High debt can become a serious problem in downturns or when interest rates rise.
- For a Roth IRA you want:
- Businesses that can survive recessions without needing dilutive equity raises or risking insolvency
- More predictable cash flows that can be reinvested for growth or returned to shareholders
- A cap at 1 keeps you away from companies whose balance sheets are highly stretched, reducing long-term financial risk.
5-Year EPS CAGR ≥ 8% (eps_5yr_cagr: {'min': '8'})
- Purpose: Require a history of solid earnings growth.
- Rationale:
- Roth IRAs work best when you let compounding do the heavy lifting over decades.
- Companies that have grown earnings at least ~8% annually over the last 5 years:
- Are demonstrating real business momentum
- Have a better chance (not a guarantee) of delivering capital appreciation over time
- 8%+ growth is meaningfully above inflation and roughly in the ballpark of long-term equity return assumptions, aligning with retirement-growth goals.
P/E (TTM) Between 10 and 40 (pe_ttm: {'min': '10', 'max': '40'})
- Purpose: Target stocks with reasonable valuations—neither extremely cheap nor extremely expensive.
- Rationale:
- P/E < 10 can flag very cheap stocks, but often because:
- The market expects earnings to deteriorate, or
- There are significant risks or one-off factors
- P/E > 40 can indicate:
- Very high expectations priced in
- Higher downside risk if growth slows
- For a Roth IRA, where you want durable, compounding returns:
- This range biases toward “quality at a reasonable price” instead of deep-value turnarounds or speculative, hyper-growth names.
Why Results Match the Roth IRA Goal
- The filters emphasize large, established, index-quality companies with:
- Solid balance sheets (low–moderate leverage)
- Proven earnings growth
- Valuations that are not at speculative extremes
- This profile is well-suited to a long-term, tax-advantaged retirement account, where the priority is:
- Compounding steadily over many years
- Avoiding blow-ups and excessive volatility
- Owning businesses that can survive multiple economic cycles
- By restricting to major U.S. exchanges and key indices (S&P 500, Nasdaq 100), the screen stays focused on stocks that are commonly used as core holdings in retirement portfolios, rather than speculative bets.
This list is generated based on data from one or more third party data providers. It is provided for informational purposes only by Intellectia.AI, and is not investment advice or a recommendation. Intellectia does not make any warranty or guarantee relating to the accuracy, timeliness or completeness of any third-party information, and the provision of this information does not constitute a recommendation.