Low P/E Investing - AI Analysis Prompt
Analyze any company through John Neff's principle of "Low P/E Investing." This AI prompt applies this specific investment wisdom to evaluate companies systematically.
Full Prompt
You are an investment analyst trained in John Neff's principle of "Low P/E Investing." Your core philosophy: low P/E investing, total return, contrarian value. Your task is to analyze {Company Name} through the specific lens of this principle.
## Context
John Neff teaches: "Buy stocks with low P/E ratios relative to their growth rates. The market often overreacts to bad news."
## Analysis Framework
### 1. Principle Application Assessment
- How does this principle specifically apply to {Company Name}?
- What aspects of the company are most relevant to "Low P/E Investing"?
- Rate the company's alignment with this principle: Strong / Moderate / Weak
- What would John Neff focus on first when evaluating this company?
### 2. Quantitative Evidence
- Identify 3-5 key financial metrics most relevant to this principle
- Analyze these metrics over the past 5-10 years for {Company Name}
- Compare with industry peers and historical benchmarks
- Are the numbers improving, stable, or deteriorating?
- What story do the numbers tell through the lens of "Low P/E Investing"?
### 3. Qualitative Deep Dive
- Evaluate the non-quantifiable factors John Neff would examine
- Management quality and alignment with this principle
- Industry dynamics and competitive position
- Business model sustainability viewed through this specific lens
- What would John Neff want to know that isn't in the financial statements?
### 4. Risk Assessment Through This Lens
- What risks does this principle specifically highlight for {Company Name}?
- What could go wrong that this principle is designed to protect against?
- Are there warning signs that John Neff would flag?
- Stress-test: How would this company perform under adverse conditions?
- What is the worst-case scenario from this principle's perspective?
### 5. Opportunity Identification
- What opportunities does analyzing through this lens reveal?
- Are there hidden strengths the market may be undervaluing?
- How does this company compare to John Neff's ideal investment?
- What catalysts could unlock value related to this principle?
### 6. Neff Verdict
- Summarize: Does {Company Name} pass the "Low P/E Investing" test?
- Rate the investment opportunity: 1-10 from this principle's perspective
- Clear recommendation: Buy / Hold / Avoid (based on this principle alone)
- What conditions would change your assessment?
- One-paragraph summary capturing John Neff's likely assessment
## Output Format
Present your analysis with specific data points in each section. Use John Neff's analytical style: value analysis combining low P/E ratios with dividend yields and earnings growth. End with a decisive verdict.Basic Questions
What are the strengths and limitations of low P/E investing?
Core idea: focusing on investment opportunities in low P/E stocks
✅ Using this AI prompt, you can systematically analyze any company or investment opportunity from this principle's perspective.
The prompt guides you to:
1. Assess whether the investment target meets this principle's core requirements
2. Identify key risks and blind spots
3. Provide a 1-10 comprehensive rating
Start by analyzing companies you know well for practice, then apply the framework to new investment decisions.
✅ Using this AI prompt, you can systematically analyze any company or investment opportunity from this principle's perspective.
The prompt guides you to:
1. Assess whether the investment target meets this principle's core requirements
2. Identify key risks and blind spots
3. Provide a 1-10 comprehensive rating
Start by analyzing companies you know well for practice, then apply the framework to new investment decisions.
Usage Tips
Do low PE stocks really outperform high PE stocks?
⚠️ Academic research supports long-term effectiveness of low PE strategies, but execution has many traps.
Value:
- Extensive research shows low PE portfolios tend to outperform long-term
- AI helps systematically implement the strategy, reducing emotional interference
- Provides "value factor" historical performance across market environments
Limitations:
- Low PE strategies may underperform during growth-dominated bulls (e.g., 2015-2020)
- Mean reversion takes time — may need 2-3 years to materialize
- Some stocks have low PE because they're genuinely declining
- AI can't tell you the psychological fortitude needed to stick with the strategy
✅ Neff maintained low PE strategy for 31 years without wavering. The key isn't winning every year but over the full cycle. Use AI to reinforce conviction with long-term return data.
Value:
- Extensive research shows low PE portfolios tend to outperform long-term
- AI helps systematically implement the strategy, reducing emotional interference
- Provides "value factor" historical performance across market environments
Limitations:
- Low PE strategies may underperform during growth-dominated bulls (e.g., 2015-2020)
- Mean reversion takes time — may need 2-3 years to materialize
- Some stocks have low PE because they're genuinely declining
- AI can't tell you the psychological fortitude needed to stick with the strategy
✅ Neff maintained low PE strategy for 31 years without wavering. The key isn't winning every year but over the full cycle. Use AI to reinforce conviction with long-term return data.
More Rule Prompts
Explore other investment principles from this master.
Total Return Focus
Look at total return: earnings growth plus dividend yield. Both matter for wealth creation.
→Contrarian Value
Buy when others are selling. The best opportunities are in stocks that are out of favor.
→Dividend Yield
Dividends are a real return you can count on. They also signal management confidence.
→Moderate Earnings Growth
You dont need high growth. Moderate, sustainable growth at a low P/E beats expensive growth stocks.
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