How about a long term buy

Screening Filters

1. moving_average_relationship: PriceAboveMA200

• Purpose: Find stocks trading above their long-term trend line.
• Rationale: For a long-term buy, this is a key filter because it favors companies with sustained price strength and avoids names still in long-term downtrends.

2. sector: Technology, Consumer Cyclicals

• Purpose: Focus on sectors most relevant to Amazon’s business profile and long-term growth profile.
• Rationale: AMZN is primarily a technology/platform business with major exposure to consumer spending through e-commerce, so these sectors capture both its cloud/tech and retail growth characteristics.

3. themes: E-Commerce

• Purpose: Target companies tied to online retail and digital commerce.
• Rationale: Amazon’s core retail franchise is still a major driver of its overall business, so this theme helps identify stocks with durable digital commerce exposure.

4. region: US

• Purpose: Limit the screen to U.S.-based companies.
• Rationale: AMZN is a U.S. large-cap stock, and this keeps the comparison set aligned with the same regulatory, market, and consumer environment.

5. list_exchange: XNYS, XNAS, XASE

• Purpose: Restrict the universe to major U.S. exchanges.
• Rationale: This improves liquidity and quality, which is especially important for long-term investors who want large, established companies.

6. is_index_component: GSPC, NDX

• Purpose: Select stocks included in the S&P 500 and/or Nasdaq-100.
• Rationale: This favors high-quality, widely followed, institutionally owned companies with scale and durability—exactly the type typically considered for a long-term buy.

7. operating_margin: min 2

• Purpose: Require at least modest profitability at the operating level.
• Rationale: Long-term investing is better aligned with businesses that already show operating leverage or a path to durable earnings power. Amazon’s improving margins make this relevant.

8. revenue_ttm: min 0

• Purpose: Exclude companies with no revenue.
• Rationale: This removes speculative names and ensures the screen only includes real operating businesses, which is essential for long-term investing.

9. revenue_5yr_cagr: min 3

• Purpose: Require steady revenue growth over five years.
• Rationale: This identifies businesses with persistent top-line expansion, a core trait of long-term compounders.

10. eps_5yr_cagr: min 3

• Purpose: Require earnings growth over time.
• Rationale: Long-term winners usually need more than revenue growth—they also need earnings power. This filter helps identify companies that can translate scale into shareholder value.

Why Results Match:

• The filters are designed to find large, established U.S. growth companies that are already profitable or improving profitably, which fits a long-term AMZN-style buy.
• They emphasize trend quality (PriceAboveMA200) and business quality (operating_margin, revenue/EPS growth), which is appropriate for a stock the user is considering holding for the long run.
• The sector/theme/index filters keep the screen focused on Amazon-like businesses: high-scale U.S. names in technology and e-commerce with strong market recognition.
• Overall, these filters are well suited to finding stocks with the same long-term characteristics that make AMZN attractive: dominant market position, durable growth, and improving profitability.