Screening Filters
Market Cap > $1B (market_cap: {'min': '1000000000'})
- Purpose: Focus on larger, liquid stocks that are realistically shortable.
- Rationale:
- In practice, shorting is much easier and cheaper in mid/large‑cap names (better borrow availability, tighter spreads, higher volume).
- A geopolitical shock (like an Iran–US conflict) is transmitted primarily through broad risk-off moves, macro factors (oil prices, rates, volatility), and institutional flows — all of which disproportionately affect larger, widely held companies.
High Beta (beta: ['HighRisk'])
- Purpose: Capture stocks that historically move more than the market in either direction.
- Rationale:
- “High beta” stocks typically fall more than the market in a downturn.
- A war scenario is essentially a “stress test” for risk assets: volatility spikes, risk premia widen, and high-beta names tend to underperform.
- By filtering for high-risk (high‑beta) stocks, the screener is isolating candidates that are more likely to experience outsized downside if a geopolitical conflict hits markets.
Exposed Industries
(industry: ['Airlines', 'Hotels & Entertainment Services', 'Passenger Transportation Services', 'Specialty Retailers'])
- Purpose: Target sectors most vulnerable to an Iran–US conflict.
- Rationale:
- Airlines / Passenger Transportation:
- Highly sensitive to oil prices (fuel is a major cost). An Iran–US war would likely push oil prices higher via supply disruption fears in the Middle East.
- Travel demand often drops in times of geopolitical tension, especially international routes and discretionary travel.
- Hotels & Entertainment Services:
- Dependent on travel, tourism, conferences, and discretionary spending — all of which tend to decline in war or high‑uncertainty environments.
- International tourism to/from the US and business travel can be hit quickly.
- Specialty Retailers:
- Typically more discretionary (non-essential goods).
- In a war/uncertainty scenario, consumers often pull back on discretionary spending and prioritize essentials, pressuring these companies’ revenues and margins.
- By focusing on these industries, the screener is aligning with the channels through which an Iran–US war would most directly hurt corporate fundamentals: higher energy costs, reduced travel, and weaker discretionary demand.
Region = US (region: ['US'])
- Purpose: Focus on US companies that would be directly affected by US geopolitical risk and that are straightforward to trade.
- Rationale:
- A war involving the US would have immediate effects on US equity markets, risk premia, and consumer confidence.
- US-listed companies are typically easier/cheaper to short for many investors (better infrastructure, options markets, clearer regulation).
- It ensures you’re looking at companies whose business and investor base are most tightly linked to US sentiment and policy responses.
Major US Exchanges (list_exchange: ['XNYS', 'XNAS', 'XASE'])
- Purpose: Ensure tradability, transparency, and adequate liquidity.
- Rationale:
- NYSE (XNYS), Nasdaq (XNAS), and NYSE American (XASE) are the primary US exchanges with stringent listing standards.
- Stocks here generally have sufficient volume, better price discovery, and more robust derivatives markets (options) — all important for implementing and managing short positions or hedges.
- This avoids illiquid OTC or foreign listings where shorting is impractical or too risky from a trading perspective.
High Leverage: Debt-to-Equity > 1 (debt_equity: {'min': '1.0000001'})
- Purpose: Find companies whose balance sheets are more vulnerable in a downturn or shock.
- Rationale:
- Highly leveraged firms (debt > equity) have less financial flexibility. In stressed conditions (e.g., war, spike in oil prices, slowdown in travel/consumption), cash flows may deteriorate while interest and principal payments remain fixed.
- This leverage amplifies equity risk: when earnings fall, the impact on equity value is magnified because debt holders get paid first.
- In extreme cases, refinancing risk grows if credit spreads widen (which is very common in geopolitical crises), raising default or dilution risk.
Expensive Valuation on Earnings: P/E (TTM) > 20 (pe_ttm: {'min': '20.0000001'})
- Purpose: Screen for stocks that might be “priced for perfection” and therefore vulnerable to de-rating.
- Rationale:
- A P/E above 20 (particularly in cyclical or risk-sensitive sectors) indicates the market is paying a high multiple for current earnings.
- In a risk-off or war scenario, investors typically de-risk by selling high-multiple stocks first, compressing valuations.
- If earnings expectations also get cut (due to weaker travel, demand, or higher costs), you get a double hit: lower earnings and lower multiple.
Expensive Valuation on Sales: Price-to-Sales > 2 (ps_ratio: {'min': '2.0000001'})
- Purpose: Cross-check that the stock is also relatively expensive vs. its revenues, not just earnings.
- Rationale:
- A P/S above 2, especially in relatively mature industries like airlines or retailers, can indicate that investors are optimistic about margins, growth, or both.
- In a war/uncertainty environment, markets often question those rosy assumptions, which can trigger re-pricing.
- Using both P/E and P/S focuses the screen on names where valuations are elevated on multiple metrics, increasing potential downside if sentiment shifts.
Why Results Match Your Intent
- The screen does not try to “predict” the best stock to short, which is impossible to guarantee, but instead focuses on stocks that are structurally more vulnerable to an Iran–US conflict:
- Directly affected industries (travel, hotels, discretionary retail).
- High sensitivity to market downturns (high beta).
- Weak financial resilience (high leverage).
- Elevated valuations (P/E and P/S), leaving room for multiple compression.
- Restricting to US, large, exchange-listed stocks makes the results:
- More realistically shortable (liquidity, borrow, options availability).
- More directly exposed to US geopolitical and macro conditions.
In combination, these filters aim to surface US-traded companies that are:
(1) in sectors likely to be hit by war-related oil and demand shocks,
(2) financially and valuation-wise more fragile, and
(3) likely to move more than the overall market on negative geopolitical news — all of which aligns with your goal of identifying candidates that could be particularly vulnerable in an Iran–US war scenario.
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.